Accuracy report

{
  "language": "no",
  "intent": "application_advice",
  "customer": {
    "company": "Artec Aqua AS",
    "contact_name": "Knut Ivar Rødset",
    "contact_email": "knro@artec-aqua.com",
    "phone": "+47 99 33 93 93",
    "vat_number": null,
    "address": "Postvegen 13, 6018 Ålesund, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "Cla-Val pressure-reducing valve for blending two water sources before filtration; customer asks which Cla-Val variant to use",
      "manufacturer": "Cla-Val",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN450",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "inlet_pressure_main",
            "value": "9 bar"
          },
          {
            "key": "inlet_pressure_reserve",
            "value": "2.5 bar"
          },
          {
            "key": "function",
            "value": "pressure reduction on main water source"
          }
        ]
      },
      "missing_fields": [
        "pressure_rating",
        "material_body",
        "material_seal",
        "downstream_target_pressure",
        "flow_rate"
      ]
    }
  ],
  "application_context": "Måsøval Settefisk fish farm at Urke is rebuilding water intake. Two water sources (main 9 bar, reserve 2.5 bar) feed a manifold before filters/heat exchangers/aerator. Customer wants to mix sources upstream of filtration and needs pressure reduction on the main source. Asking for variant recommendation.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "downstream target pressure",
    "flow rate",
    "delivery location",
    "deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "PURESALMONTECH",
    "contact_name": "Mariann Mustvedt",
    "contact_email": "mariann.mustvedt@puresalmontech.com",
    "phone": "+47 977 71 441",
    "vat_number": null,
    "address": "Hangarveien 21, 3241 Sandefjord, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Manual valves and control valves per the two attached specification documents (SoJ project, VOR10)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "project",
            "value": "SoJ — VOR10"
          },
          {
            "key": "valve_categories",
            "value": "manual valves + control valves"
          },
          {
            "key": "spec_source",
            "value": "two attached documents"
          }
        ]
      },
      "missing_fields": [
        "all spec fields — must parse the two attached documents"
      ]
    }
  ],
  "application_context": "Continuation of an ongoing project. Customer references previous terms and asks for offer per attached documents. Need-by date in Japan: October 2025.",
  "attachments_referenced": [
    "the two attached spec documents (filenames not in body)"
  ],
  "delivery": {
    "location": "Japan",
    "deadline": "2025-10-31",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer states 'Betingelser som tidligere i dette prosjektet' (terms as before in this project) — JS Cock should pull commercial terms from the prior order."
  },
  "completeness": "partial",
  "missing": [
    "item specs (in attached docs)",
    "quantities",
    "incoterms"
  ]
}

{
  "language": "no",
  "intent": "reorder",
  "customer": {
    "company": "MATEK-SAMSON REGULERING AS",
    "contact_name": "Mari Ann Skjelbred",
    "contact_email": "mari-ann@matek.no",
    "phone": "+47 95 04 19 66",
    "vat_number": null,
    "address": "Porsgrunnsvegen 4, 3733 Skien, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "Limit switches with brackets — same as line 4 and 5 of invoice 1208552 (delivered in 2021)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "invoice 1208552 lines 4 and 5",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "device_type",
            "value": "grensebryter (limit switch)"
          },
          {
            "key": "with_bracket",
            "value": "yes"
          },
          {
            "key": "history_reference",
            "value": "invoice 1208552 from 2021"
          }
        ]
      },
      "missing_fields": [
        "all specs — must look up invoice 1208552 lines 4 and 5 in JS Cock history"
      ]
    }
  ],
  "application_context": "Reorder of limit switches previously delivered in 2021. Customer asks for an updated quote with the same specs as the original invoice.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "invoice 1208552 lines 4 and 5 (2021)",
    "notes": "Customer expects internal lookup of the historical invoice."
  },
  "completeness": "partial",
  "missing": [
    "delivery location",
    "deadline",
    "specs from prior invoice 1208552"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Marnie Lynn Vedeler",
    "contact_email": "mlve@equinor.com",
    "phone": "+47 91758792",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": "Equinor RFQ delivered as an editable PDF attachment (Request for Quotation 6090380704). The email body is only a transmittal note; all line-item details are inside the PDF and not present in the text body.",
  "attachments_referenced": [
    "RFQ PDF (6090380704)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2025-05-16",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Equinor RFQ #6090380704; deadline 16.05.2025"
  },
  "completeness": "unusable",
  "missing": [
    "item details (locked inside attached PDF, not in email body)"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Simco Engineers Ltd",
    "contact_name": "Pete Batey",
    "contact_email": "peter.batey@simco-engineers.com",
    "phone": "+44 (0)191 8147083",
    "vat_number": null,
    "address": "Monksway, Bede Industrial Estate, Jarrow, Tyne & Wear, NE32 3HJ, England"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "EA",
      "product_reference": "POL-12-630-10-JB pressure gauge / level indicator (JS Cock catalog SKU)",
      "manufacturer": "JS Cock",
      "manufacturer_part_no": "POL-12-630-10-JB",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "M20 x 1.5 cable entry",
        "other": [
          {
            "key": "spare_entry",
            "value": "SS Ex'd' hex plug"
          },
          {
            "key": "mounting_brackets",
            "value": "standard mounting brackets for series 1000 gauges"
          },
          {
            "key": "include_hawke_fittings",
            "value": "yes (please update GA drawing)"
          }
        ]
      },
      "missing_fields": []
    },
    {
      "line_no": 2,
      "quantity": 1,
      "unit": "EA",
      "product_reference": "POL-12-630-26-JB pressure gauge / level indicator (JS Cock catalog SKU)",
      "manufacturer": "JS Cock",
      "manufacturer_part_no": "POL-12-630-26-JB",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "M20 x 1.5 cable entry",
        "other": [
          {
            "key": "spare_entry",
            "value": "SS Ex'd' hex plug"
          },
          {
            "key": "mounting_brackets",
            "value": "standard mounting brackets for series 1000 gauges"
          },
          {
            "key": "include_hawke_fittings",
            "value": "yes (please update GA drawing)"
          }
        ]
      },
      "missing_fields": []
    }
  ],
  "application_context": "Repeat enquiry from Simco Engineers for two JS Cock catalog SKUs in the POL-12-630 series with M20x1.5 cable entries and standard mounting brackets. Customer also requests Hawke fittings be quoted and GA drawing updated.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "Simco enquiry ref 250737648",
    "notes": null
  },
  "completeness": "complete",
  "missing": []
}

{
  "language": "no",
  "intent": "cross_reference",
  "customer": {
    "company": "Nofitech",
    "contact_name": "Hanne Buan",
    "contact_email": "hanne@nofitech.com",
    "phone": "+47 480 01 396",
    "vat_number": null,
    "address": "Pir I, 4, PB 1262 Torgarden, 7462 Trondheim, Norway"
  },
  "items": [],
  "application_context": "Internal forwarding of the Skalavik project enquiry (Fry section, 'B') to a different department. The actual valve list is in an attached Excel file ('2018 Skalavik Valve List - Fry 2 B 12.09.25.xlsx'); the email body itself contains no item-level data. Customer asks that the first quote be marked 'A – Hatchery'.",
  "attachments_referenced": [
    "2018 Skalavik Valve List - Fry 2 B 12.09.25.xlsx"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Skalavik project — companion to a separate 'A – Hatchery' enquiry"
  },
  "completeness": "unusable",
  "missing": [
    "item details (in attached xlsx, not in email body)"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Simco Engineers Ltd",
    "contact_name": "Pete Batey",
    "contact_email": "peter.batey@simco-engineers.com",
    "phone": "+44 (0)191 8147083",
    "vat_number": null,
    "address": "Monksway, Bede Industrial Estate, Jarrow, Tyne & Wear, NE32 3HJ, England"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 3,
      "unit": "EA",
      "product_reference": "POL-12-630-23-JB (JS Cock catalog SKU)",
      "manufacturer": "JS Cock",
      "manufacturer_part_no": "POL-12-630-23-JB",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "M20 x 1.5 cable entry",
        "other": [
          {
            "key": "spare_entry",
            "value": "SS Ex'd' hex plug"
          },
          {
            "key": "mounting_brackets",
            "value": "thermal mounting brackets"
          },
          {
            "key": "labelling",
            "value": "yellow dual language caution label"
          },
          {
            "key": "include_hawke_fittings",
            "value": "yes"
          }
        ]
      },
      "missing_fields": []
    },
    {
      "line_no": 2,
      "quantity": 1,
      "unit": "EA",
      "product_reference": "POL-12-630-33-JB (JS Cock catalog SKU)",
      "manufacturer": "JS Cock",
      "manufacturer_part_no": "POL-12-630-33-JB",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "M20 x 1.5 cable entry",
        "other": [
          {
            "key": "spare_entry",
            "value": "SS Ex'd' hex plug"
          },
          {
            "key": "mounting_brackets",
            "value": "thermal mounting brackets"
          },
          {
            "key": "labelling",
            "value": "yellow dual language caution label"
          },
          {
            "key": "include_hawke_fittings",
            "value": "yes"
          }
        ]
      },
      "missing_fields": []
    }
  ],
  "application_context": "Repeat enquiry from Simco Engineers for two JS Cock catalog SKUs with thermal mounting brackets and dual-language caution labelling. Hawke fittings to be included in the quote.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "Simco enquiry ref 250937713",
    "notes": null
  },
  "completeness": "complete",
  "missing": []
}

{
  "language": "no",
  "intent": "update_quote",
  "customer": {
    "company": null,
    "contact_name": "Morten Steinset",
    "contact_email": null,
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "BRA00513 (catalog SKU); customer correcting size from DN100 to DN300",
      "manufacturer": null,
      "manufacturer_part_no": "BRA00513",
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN300",
        "pressure_rating": "PN16",
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": []
    }
  ],
  "application_context": "Internal note from JS Cock staff (Morten Steinset) correcting an existing customer order: size is DN300 (not DN100) for catalog SKU BRA00513 at PN16. Customer identity is not stated in the email body — it sits in the parent thread.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Size correction (DN100 → DN300) on an existing JS Cock customer order"
  },
  "completeness": "unusable",
  "missing": [
    "customer identity (referenced as 'kunden' but not named in body)"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Servi",
    "contact_name": "Torstein Romulslie",
    "contact_email": "tnr@servi.no",
    "phone": "+47 47327931",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Mankenberg pressure regulating valve for hydraulic-oil flow control",
      "manufacturer": "Mankenberg",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN40 (range DN25–DN50 acceptable, DN40 preferred)",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": "43 l/min",
        "temperature": null,
        "thread_or_connection": "BSP threaded",
        "other": [
          {
            "key": "media",
            "value": "hydraulic oil (hydraulikkolje)"
          },
          {
            "key": "inlet_pressure",
            "value": "variable, can drop to 1 bar"
          },
          {
            "key": "outlet_pressure",
            "value": "0.5 bar"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "pressure_rating",
        "material_body"
      ]
    }
  ],
  "application_context": "Internal forwarder note from Iver Roen Velo asking colleague to handle a same-day quote request from Servi. Customer wants a Mankenberg pressure regulator for hydraulic-oil service, BSP-threaded, ~DN40, 43 l/min target flow, with downstream pressure 0.5 bar and variable inlet pressure (down to 1 bar).",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer asked for quote 'tomorrow if possible' — same-day urgency"
  },
  "completeness": "partial",
  "missing": [
    "quantity"
  ]
}

{
  "language": "no",
  "intent": "application_advice",
  "customer": {
    "company": "Aldea Akva",
    "contact_name": "Marit Nordtug Næss",
    "contact_email": "marit@aldeakva.no",
    "phone": "+47 45 42 61 41",
    "vat_number": null,
    "address": "Bassengbakken 1, 7042 Trondheim"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Automatic regulating valve for raw-water flow control to klekkeri (hatchery) section",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "automatic (regulating)",
        "voltage": null,
        "torque_or_flow": "min 800 L/min, max 1200 L/min",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "section",
            "value": "klekkeri (hatchery)"
          },
          {
            "key": "media",
            "value": "raw water (råvann)"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Automatic regulating valve for raw-water flow control to startfôring (start-feeding) section",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "automatic (regulating)",
        "voltage": null,
        "torque_or_flow": "min 1000 L/min, max 5500 L/min",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "section",
            "value": "startfôring (start-feeding)"
          },
          {
            "key": "media",
            "value": "raw water (råvann)"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    },
    {
      "line_no": 3,
      "quantity": null,
      "unit": null,
      "product_reference": "Automatic regulating valve for raw-water flow control to påvekst (grow-out) section",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "automatic (regulating)",
        "voltage": null,
        "torque_or_flow": "min 4300 L/min, max 16000 L/min",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "section",
            "value": "påvekst (grow-out)"
          },
          {
            "key": "media",
            "value": "raw water (råvann)"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": "Aldea Akva is engineering a smolt-facility rebuild for Austevoll Rørteknikk (end client: Mowi Kvingo). Needs automatic regulating valves for raw-water flow into three sections: hatchery, start-feeding, grow-out. Asks for type recommendation and a quote.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Project: Mowi Kvingo settefiskanlegg rebuild, via Austevoll Rørteknikk"
  },
  "completeness": "partial",
  "missing": [
    "quantity per section",
    "dimension",
    "pressure rating",
    "material specs"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Aker Solutions AS",
    "contact_name": "Lars Børsheim",
    "contact_email": "lars.borsheim@akersolutions.com",
    "phone": "+47 411 05 774",
    "vat_number": "929 877 950",
    "address": "Joseph Kellers vei 20, 3408 Tranby, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Replacement bypass valve (omløpsventil) for Grytåga power station; customer wants to reuse existing actuator",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN300",
        "pressure_rating": "PN40",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "sluseventil (gate valve)"
          },
          {
            "key": "reuse_existing_actuator",
            "value": "yes"
          },
          {
            "key": "originally_supplied_by",
            "value": "JS Cock"
          },
          {
            "key": "site",
            "value": "Grytåga kraftstasjon"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": "Hydropower bypass valve replacement. Customer references attached datasheets (PO 486675, OMV-GAV-300-40 datasheets) for full spec. Originally supplied by JS Cock — historical record should clarify spec.",
  "attachments_referenced": [
    "PO 486675 Sluseventiler omløp PPV og MIV.pdf",
    "OMV-GAV-300-40.pdf",
    "OMV-GAV-300-40_valve.pdf"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Originally supplied by JS Cock — customer expects internal records to identify the exact valve."
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "delivery location",
    "deadline"
  ]
}

{
  "language": "no",
  "intent": "reorder",
  "customer": {
    "company": "Equinor",
    "contact_name": "Tommy Blikberg",
    "contact_email": "tblik@equinor.com",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Replacement screen for Visund (previously delivered on JT101019 / Equinor PO 4590239257)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "JT101019 / 4590239257",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "platform",
            "value": "Visund"
          }
        ]
      },
      "missing_fields": [
        "quantity"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Y-strainer (previously ordered on Equinor PO 4590199382 / 180318, JS Cock quote 20016604)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "Quote 20016604 / Equinor PO 4590199382",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "platform",
            "value": "Visund"
          }
        ]
      },
      "missing_fields": [
        "quantity"
      ]
    }
  ],
  "application_context": "Internal note from Tone Monslaup at JS Cock summarising a reorder request from Equinor (Tommy Blikberg) for a replacement screen previously delivered against JT101019 plus a Y-strainer previously ordered on quote 20016604. Tilbud is to be sent to tblik@equinor.com.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "JT101019 / 4590239257; Quote 20016604 / 4590199382",
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity per line",
    "specifications must be carried over from prior orders"
  ]
}

{
  "language": "no",
  "intent": "reorder",
  "customer": {
    "company": "Nofitech",
    "contact_name": "Dani Andersen",
    "contact_email": "dani@nofitech.com",
    "phone": "+47 412 23 463",
    "vat_number": null,
    "address": "Pir I, 4, PB 1252 Torgarden, 7462 Trondheim, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 9,
      "unit": "stk",
      "product_reference": "Fish-transport valve with actuator, mAmp control (per JS Cock prior quote)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "Prior JS Cock quote (referenced in attached doc)",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "electric (mAmp signal control)",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "control_signal",
            "value": "mAmp"
          },
          {
            "key": "service_arrangement",
            "value": "in-house service by JS Cock technicians"
          },
          {
            "key": "end_customer",
            "value": "Hardingsmolt"
          },
          {
            "key": "application",
            "value": "Fisketransport (fish transport)"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "material_body"
      ]
    },
    {
      "line_no": 2,
      "quantity": 13,
      "unit": "stk",
      "product_reference": "Standalone actuator (mAmp control) matching the previously quoted fish-transport valves",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "Prior JS Cock quote (referenced in attached doc)",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "electric (mAmp signal control)",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "control_signal",
            "value": "mAmp"
          },
          {
            "key": "service_arrangement",
            "value": "in-house service by JS Cock technicians"
          },
          {
            "key": "end_customer",
            "value": "Hardingsmolt"
          }
        ]
      },
      "missing_fields": [
        "torque_or_flow",
        "voltage"
      ]
    }
  ],
  "application_context": "Nofitech confirming order intent on JS Cock's prior quote for fish-transport valves (with actuators, mAmp control). End customer Hardingsmolt accepts the proposed configuration. Order: 9 valves with actuator + 13 standalone actuators.",
  "attachments_referenced": [
    "prior JS Cock tilbud (image001.png)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "Prior JS Cock quote referenced in attached email image",
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "dimension and full specs to be carried over from referenced prior quote"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Nofitech",
    "contact_name": "Hanne Buan",
    "contact_email": "hanne@nofitech.com",
    "phone": "+47 480 01 396",
    "vat_number": null,
    "address": "Pir I, 4, PB 1262 Torgarden, 7462 Trondheim, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 16,
      "unit": "stk",
      "product_reference": "Pneumatic diaphragm regulating valve for Avd B (Fry); 1 inlet pipe per tank, 16 tanks; flow 0–23 m³/h",
      "manufacturer": "GEMU",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": "0–23 m³/h (100%)",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "membranventil"
          },
          {
            "key": "inlet_pressure_p1_bar",
            "value": "1–1.5"
          },
          {
            "key": "department",
            "value": "Avd B (Fry)"
          },
          {
            "key": "media",
            "value": "oksygenert vann (oxygen-saturated water)"
          },
          {
            "key": "constraint",
            "value": "minimal pressure differential to prevent oxygen coming out of solution"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "material_seal",
        "downstream_pressure_p2"
      ]
    },
    {
      "line_no": 2,
      "quantity": 8,
      "unit": "stk",
      "product_reference": "Pneumatic diaphragm regulating valve for Avd C (Parr); 1 inlet pipe per tank, 8 tanks; flow 0–70 m³/h",
      "manufacturer": "GEMU",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": "0–70 m³/h (100%)",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "membranventil"
          },
          {
            "key": "inlet_pressure_p1_bar",
            "value": "2.5–3.5"
          },
          {
            "key": "department",
            "value": "Avd C (Parr)"
          },
          {
            "key": "media",
            "value": "oksygenert vann"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "material_seal",
        "downstream_pressure_p2"
      ]
    },
    {
      "line_no": 3,
      "quantity": 8,
      "unit": "stk",
      "product_reference": "Pneumatic diaphragm regulating valve for Avd D (14m); 2 inlet pipes per tank, 8 tanks; flow 0–70 m³/h (or combined 0–140 m³/h option)",
      "manufacturer": "GEMU",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": "0–70 m³/h per valve (alt: 0–140 m³/h combined)",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "membranventil"
          },
          {
            "key": "inlet_pressure_p1_bar",
            "value": "2.5–3.5"
          },
          {
            "key": "department",
            "value": "Avd D (14m)"
          },
          {
            "key": "alternative_consolidation",
            "value": "1 valve handling 70–140 m³/h instead of 2 separate"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "material_seal",
        "downstream_pressure_p2",
        "consolidation_decision"
      ]
    },
    {
      "line_no": 4,
      "quantity": 8,
      "unit": "stk",
      "product_reference": "Pneumatic diaphragm regulating valve for Avd E (20m); 2 inlet pipes per tank, 8 tanks; flow 0–225 m³/h (or combined 0–450 m³/h option)",
      "manufacturer": "GEMU",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": "0–225 m³/h per valve (alt: 0–450 m³/h combined)",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "membranventil"
          },
          {
            "key": "inlet_pressure_p1_bar",
            "value": "2.5–3.5"
          },
          {
            "key": "department",
            "value": "Avd E (20m)"
          },
          {
            "key": "alternative_consolidation",
            "value": "1 valve handling 300–450 m³/h instead of 2 separate"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "material_seal",
        "downstream_pressure_p2",
        "consolidation_decision"
      ]
    }
  ],
  "application_context": "Skalavik fish farm — regulating valves for oxygen-saturated water across 4 departments (Fry/Parr/14m/20m). Customer prefers minimal pressure differential to prevent O₂ degassing. Customer is comparing options and wants only one alternative selected. Manual diaphragm valves listed at lower flow tiers as a partial-flow alternative.",
  "attachments_referenced": [],
  "delivery": {
    "location": "Skalavik (fish farm site)",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer mentions previous discussion that GEMU requires more spec detail than usual."
  },
  "completeness": "partial",
  "missing": [
    "valve dimensions per item",
    "material specs (body/seal)",
    "downstream pressure target",
    "delivery deadline",
    "consolidation decision for Avd D and E"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Score AS (Aker BP support)",
    "contact_name": "Fredrik Wessel",
    "contact_email": "akerbpsupport@score-group.com",
    "phone": "+47 51 41 23 00",
    "vat_number": null,
    "address": "Randabergveien 356, 4073 Randaberg, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "Severn Glocon 5411-2IN control valve, 1\" ANSI 150, RF, full bore, duplex SS body, with pneumatic actuator and positioner",
      "manufacturer": "Severn Glocon",
      "manufacturer_part_no": "5411-2IN",
      "cross_ref_to": null,
      "specs": {
        "dimension": "1 inch",
        "pressure_rating": "ANSI 150",
        "material_body": "Duplex SS ASTM A995 Gr 4A",
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "RF (raised face flange)",
        "other": [
          {
            "key": "mm_number",
            "value": "1000252545"
          },
          {
            "key": "functional_location",
            "value": "SKA-44-LV-1015"
          },
          {
            "key": "service_medium",
            "value": "Process Hydrocarbons Liquid"
          },
          {
            "key": "bolting",
            "value": "A320 Gr.L7 / A194 Gr.7L HDG"
          },
          {
            "key": "face_to_face",
            "value": "184mm"
          },
          {
            "key": "bore_size",
            "value": "Full"
          },
          {
            "key": "positioner_required",
            "value": "yes"
          },
          {
            "key": "test",
            "value": "Hydrostatic only, API 598"
          },
          {
            "key": "painting",
            "value": "System 6A RAL 7038"
          },
          {
            "key": "documentation_list",
            "value": "see attached document requirements list"
          },
          {
            "key": "additional_design_notes",
            "value": "auxiliary body connections ≥NPS 8, 22Cr Duplex sealant injectors, A182 F44 6Mo safety bleed plugs designed to 10000 PSI, IP66 gearbox in 316 SS, secondary stem sealing, one-piece wrought stem, back-seat facility, extended bonnets if insulated"
          }
        ]
      },
      "missing_fields": []
    }
  ],
  "application_context": "Score AS (Aker BP MRO support) raising an RFQ to replace a Severn Glocon control valve at functional location SKA-44-LV-1015 in Aker BP service. Highly specified inquiry (Aker BP technical requirements attached), pneumatic actuator and positioner required. Process medium: hydrocarbons liquid. Reference EQ-11060.",
  "attachments_referenced": [
    "Score - EQ-11060 - Document Requirements List.xlsx"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Score AS reference EQ-11060"
  },
  "completeness": "complete",
  "missing": []
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor ASA",
    "contact_name": "Kristine Huseby",
    "contact_email": "khuse@equinor.com",
    "phone": "+47 93443569",
    "vat_number": null,
    "address": "Sandsliveien 90, Sandsli, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Items per RFQ 6090396036 (specs in the original RFQ document, not in this follow-up email)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "Equinor RFQ 6090396036",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "rfq_number",
            "value": "6090396036"
          },
          {
            "key": "industry",
            "value": "offshore oil & gas (Equinor)"
          }
        ]
      },
      "missing_fields": [
        "all spec fields — original RFQ document is the source"
      ]
    }
  ],
  "application_context": "Follow-up: customer sent the RFQ earlier in autumn and has not heard back. Asks if JS Cock can deliver. The actual specs live in the original RFQ document referenced by number.",
  "attachments_referenced": [
    "original RFQ 6090396036 (sent separately, not attached to this follow-up)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "Equinor RFQ 6090396036",
    "notes": "Original RFQ was sent earlier in autumn 2025. JS Cock needs to locate and respond to the original RFQ document."
  },
  "completeness": "unusable",
  "missing": [
    "the original RFQ document (referenced by number, not attached here)",
    "all item specs",
    "quantities",
    "delivery location"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Providence Doytch LLC",
    "contact_name": "Javahir Kasumbekova",
    "contact_email": "j.kasumbekova@pdlworld.com",
    "phone": "+994124978900",
    "vat_number": null,
    "address": "Caspian Plaza III, 15th floor, 44 Jafar Jabbarli street, AZ1065, Baku, Azerbaijan"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "EA",
      "product_reference": "JS Cock level indicator PER01100, 1/2\" PTFE, BSPP",
      "manufacturer": "JS Cock",
      "manufacturer_part_no": "PER01100",
      "cross_ref_to": null,
      "specs": {
        "dimension": "1/2 inch",
        "pressure_rating": null,
        "material_body": "PTFE",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "BSPP",
        "other": [
          {
            "key": "rfq_ref",
            "value": "6000327821 / Line Item 4"
          },
          {
            "key": "delivery_terms",
            "value": "EXW"
          },
          {
            "key": "info_required",
            "value": "Inco Terms 2010, lead time, collection point country, certificates (COC, ATEX, 3.1, etc.), packing"
          }
        ]
      },
      "missing_fields": []
    }
  ],
  "application_context": "Providence Doytch LLC RFQ #6000327821 line item 4 for a JS Cock branded level indicator (PER01100). EXW pricing requested with full documentation list (COC, ATEX, 3.1).",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": "EXW"
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "RFQ 6000327821 / Line Item 4"
  },
  "completeness": "complete",
  "missing": []
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Nils Anton Digernes",
    "contact_email": "ndig@equinor.com",
    "phone": "+47 99161178",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": "Equinor RFQ delivered as an editable PDF attachment (Forespørsel 6090406757). Email body is a Norwegian transmittal note; all line-item details sit in the PDF (BIDINV6090406757.PDF) and General Conditions doc, not in the email body.",
  "attachments_referenced": [
    "BIDINV6090406757.PDF",
    "GEN CONDITIONS PURCHASE OF MATERIAL.pdf"
  ],
  "delivery": {
    "location": null,
    "deadline": "2025-12-15",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Equinor forespørsel 6090406757; tilbudsfrist 15.12.2025"
  },
  "completeness": "unusable",
  "missing": [
    "item details (locked inside attached PDF, not in email body)"
  ]
}

{
  "language": "en",
  "intent": "application_advice",
  "customer": {
    "company": "Tolcon",
    "contact_name": "Stian Herrebrøden",
    "contact_email": "stian@tolcon.no",
    "phone": "+47 991 04 455",
    "vat_number": null,
    "address": "Bjørnerudveien 18, 1266 Oslo, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Compensators, manual valves, and actuated valves for two hygienisation lines (Hardanger biogas plant) — full component list still pending from AAT",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "project",
            "value": "Hardanger biogas / hygienisation lines"
          },
          {
            "key": "next_project",
            "value": "Lista (identical facility, contracts expected within 2 weeks)"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation"
      ]
    },
    {
      "line_no": 2,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "Fiorentini slam-shut valve for flare system at Hardanger; placement after pressure regulating valve, before final manual or actuated shut-off valve; downstream pipework PN10 at ~100–150 mbar line pressure",
      "manufacturer": "Fiorentini",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": "PN10 (downstream piping)",
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "system",
            "value": "flare"
          },
          {
            "key": "line_pressure",
            "value": "100-150 mbar"
          },
          {
            "key": "needs_aat_feedback",
            "value": "yes — placement proposal under review"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "material_seal",
        "actuation"
      ]
    }
  ],
  "application_context": "Tolcon project-status email to AAT/Vireo covering the Hardanger biogas plant: outstanding component lists for two hygienisation lines, AAT model completion, hygienisation tank logistics, and a placement proposal for a Fiorentini slam-shut valve in the flare system. Asks for AAT feedback on the slam-shut placement so ordering can proceed. Also raises planning of an AAT visit (week 4) — non-technical / scheduling.",
  "attachments_referenced": [
    "JO163813_Hardanger Biogassanlegg-Control Valves (2) (ID 701338).xlsx",
    "A-NOR-22_124-002 PID Winter 75.pdf",
    "A-NOR-22_124-003 PID Summer 75.pdf",
    "A-NOR-22_124-004 PID Average 75.pdf",
    "A-NOR-22_124-005 PID Winter 85.pdf",
    "A-NOR-22_124-006 PID Summer 85.pdf",
    "A-NOR-22_124-007 PID Average 85.pdf",
    "parts list hygienisation.xlsx"
  ],
  "delivery": {
    "location": "Hardanger biogas plant (Norway)",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "JO163813 Hardanger biogas project; identical Lista project pending"
  },
  "completeness": "partial",
  "missing": [
    "component-list quantities and specs (pending in attached xlsx)",
    "Fiorentini slam-shut sizing"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "PTG Kuldeteknisk AS",
    "contact_name": "Rune Skogly Olsen",
    "contact_email": "rol@ptg.no",
    "phone": "+47 90 99 89 76",
    "vat_number": null,
    "address": "Stakkevollvegen 69B, 9010 Tromsø, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "Circulation pump for heat-pump RAS-water loop (evaporator + condenser) on a land-based smolt facility, cast-iron pump housing",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": "cast iron (støpejern)",
        "material_seal": null,
        "actuation": null,
        "voltage": "3 x 400V",
        "torque_or_flow": "150 m³/h",
        "temperature": "10–15°C",
        "thread_or_connection": null,
        "other": [
          {
            "key": "media",
            "value": "RAS fresh water"
          },
          {
            "key": "pressure_drop",
            "value": "10 mWS"
          },
          {
            "key": "application",
            "value": "heat-pump circulation (evaporator + condenser)"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "pressure_rating"
      ]
    }
  ],
  "application_context": "PTG Kuldeteknisk requests circulation pumps for a heat pump in a land-based smolt facility. Pumps circulate RAS freshwater through evaporator and condenser. Cast-iron housing requested.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": "2026-06-30",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "PTG ref 41556. Delivery May/June 2026."
  },
  "completeness": "partial",
  "missing": [
    "pump connection size (DN)",
    "pressure rating"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Aker BP",
    "contact_name": null,
    "contact_email": "scr.valves.ops@akerbp.com",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": "Aker BP RFQ for Valhall IP delivered entirely as a PDF attachment ('RFQ Details.PDF'). Email body itself contains only an external-mail caution banner; all line-item content is in the PDF.",
  "attachments_referenced": [
    "RFQ Details.PDF"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Aker BP RFQ 6000121701 — Valhall IP"
  },
  "completeness": "unusable",
  "missing": [
    "item details (locked inside attached PDF, body has only the external-email caution banner)"
  ]
}

{
  "language": "no",
  "intent": "application_advice",
  "customer": {
    "company": "OKEA",
    "contact_name": "Anders Glesnes",
    "contact_email": "anders.glesnes@okea.no",
    "phone": "+47 92255145",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 3,
      "unit": "stk",
      "product_reference": "Sight glass (seglass) with isolation valves for the Brage 'Fakkeldunken' (flare drum)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "platform",
            "value": "Brage"
          },
          {
            "key": "service",
            "value": "Fakkeldunken (flare drum)"
          },
          {
            "key": "drawings_provided",
            "value": "PDFs incl. 30-1A-NH-M28-06031-0002 + Se glass 2/3"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": "OKEA Brage platform asks JS Cock to review provided drawings for three sight glasses (with isolation valves) for the Fakkeldunken (flare drum) and confirm whether the supplied technical info is sufficient. More similar jobs to follow if these drawings are adequate.",
  "attachments_referenced": [
    "Se glass.pdf",
    "30-1A-NH-M28-06031-0002.PDF",
    "30-1A-NH-M28-06031-0002.PDF Se glass 2.pdf",
    "30-1A-NH-I28-05913-0009 Se glass 3.pdf"
  ],
  "delivery": {
    "location": "OKEA Brage platform",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Brage Nivåvisere — sight glass enquiry (more jobs to follow)"
  },
  "completeness": "partial",
  "missing": [
    "dimension",
    "pressure rating",
    "material_body",
    "material_seal — to be read from attached PDFs"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "St1 Biokraft",
    "contact_name": "Geir Aspås",
    "contact_email": "geir.aspas@st1biokraft.com",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Replacement part shown in attached photo (1000001187.jpg) — identification required from image",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "identification_source",
            "value": "photo only (1000001187.jpg) — no text spec"
          }
        ]
      },
      "missing_fields": [
        "all specs",
        "quantity",
        "manufacturer",
        "part_no"
      ]
    }
  ],
  "application_context": "Customer sends only a photo of a part and asks for a quote. Body text contains no specifications; identification must come from the image (image-only inquiry — Phase 1 demo handles this branch as 'unusable').",
  "attachments_referenced": [
    "1000001187.jpg"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "unusable",
  "missing": [
    "item identification (image-only, no text spec in body)"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Aldeakva",
    "contact_name": "Erling Mikalsen",
    "contact_email": "erling@aldeakva.no",
    "phone": "+47 98 42 52 24",
    "vat_number": null,
    "address": "Vabakkjen 6, 5411 Stord, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Valves for a drainage well (avløpskum) at Blom Settefisk fish farm on Askøy — found in JS Cock magazine, full spec in attachment",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "application",
            "value": "avløpskum (drainage well)"
          },
          {
            "key": "site",
            "value": "Blom Settefisk, Askøy"
          },
          {
            "key": "discovery_source",
            "value": "JS Cock product magazine"
          }
        ]
      },
      "missing_fields": [
        "all specs — in the attachment"
      ]
    }
  ],
  "application_context": "Aquaculture project for Blom Settefisk fish farm on Askøy. Customer found suitable valves in JS Cock's magazine and asks for an offer per attachment.",
  "attachments_referenced": [
    "valve spec attachment (filename not in body)"
  ],
  "delivery": {
    "location": "Blom Settefisk, Askøy",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "item specs (in attachment)",
    "quantities",
    "deadline"
  ]
}

{
  "language": "no",
  "intent": "application_advice",
  "customer": {
    "company": "OKEA",
    "contact_name": "Anders Glesnes",
    "contact_email": "anders.glesnes@okea.no",
    "phone": "+47 92255145",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "Sight glass (seglass) with isolation valves for the Brage 2-stage separator (2 Tr Seperator)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "platform",
            "value": "Brage"
          },
          {
            "key": "service",
            "value": "2 Tr Seperator (P 6 ID 2 Tr Seperator)"
          },
          {
            "key": "drawing",
            "value": "30-1A-NH-I28-05913-0007 (5)"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": "Follow-on enquiry from OKEA Brage (same body text as JT122527 — only the attached drawings differ). This sub-job covers a sight glass with isolation valves for the 2-stage separator on Brage.",
  "attachments_referenced": [
    "Skjermbilde 2025-12-19 125545 P 6 ID 2 Tr Seperator.png",
    "30-1A-NH-I28-05913-0007 (5) 1 SEGLASS 2 TR SEPERATOR.pdf"
  ],
  "delivery": {
    "location": "OKEA Brage platform",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "JT122527 (parent thread — Brage Nivåvisere)",
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "dimension",
    "pressure rating",
    "material_body",
    "material_seal — to be read from attached PDF"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Framo Flatøy AS (Alfa Laval owned)",
    "contact_name": null,
    "contact_email": "purchase.flatoy@framo.no",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Items per Framo RFQ 1002-RFQ-016001-500911 (full spec in attached RFQ document)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "Framo RFQ 1002-RFQ-016001-500911",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "rfq_number",
            "value": "1002-RFQ-016001-500911"
          },
          {
            "key": "purchase_terms",
            "value": "Alfa Laval General Conditions of Purchase apply"
          },
          {
            "key": "reply_to_only",
            "value": "purchase.flatoy@framo.no"
          }
        ]
      },
      "missing_fields": [
        "all spec fields — in attached RFQ document"
      ]
    }
  ],
  "application_context": "Formal procurement RFQ from Framo (Alfa Laval). All correspondence must go to purchase.flatoy@framo.no. Alfa Laval General Conditions of Purchase apply unless otherwise agreed. Item specs are in the attached RFQ document.",
  "attachments_referenced": [
    "Framo RFQ 1002-RFQ-016001-500911 (attached but filename not in body)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "all item specs (in attachment)",
    "quantities",
    "delivery location",
    "deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Framo Fusa AS",
    "contact_name": "Yngve Midtun",
    "contact_email": "ymi@framo.no",
    "phone": "+47 91328384",
    "vat_number": null,
    "address": "Venjanesvegen 217, NO-5641 Fusa, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 5,
      "unit": "stk",
      "product_reference": "Lug-style butterfly valve, DN450/280 with spring-return actuator, PN10/A10K, full-rated 10 bar, CCS-classed",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN450/280",
        "pressure_rating": "PN10/A10K (full-rated 10 bar)",
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic (spring-return)",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "lug",
        "other": [
          {
            "key": "valve_type",
            "value": "butterfly"
          },
          {
            "key": "classification",
            "value": "CCS class"
          },
          {
            "key": "yard",
            "value": "Shanghai Zhenhua"
          },
          {
            "key": "hull",
            "value": "ZPMC1162"
          }
        ]
      },
      "missing_fields": [
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": "Framo Fusa requests pricing on five DN450/280 spring-return lug butterfly valves with CCS classification for a vessel build at Shanghai Zhenhua (hull ZPMC1162). Expected delivery mid-June.",
  "attachments_referenced": [
    "0294-3561-2.pdf"
  ],
  "delivery": {
    "location": "Shanghai Zhenhua (yard)",
    "deadline": "2026-06-15",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Yard: Shanghai Zhenhua, Hull ZPMC1162"
  },
  "completeness": "partial",
  "missing": [
    "material_body",
    "material_seal"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Schlumberger Norge AS, avd Karmøy",
    "contact_name": "Torbjørn Steinsland",
    "contact_email": "TSteinsland@slb.com",
    "phone": "+47 48 04 14 14",
    "vat_number": null,
    "address": "Torvastad, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "Prøvetakere for tørrstoff (sample takers for dry materials)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "product_model",
        "dimension",
        "material_body",
        "material_seal",
        "capacity",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": "Sample collection for Barite and Bentonite at production facility",
  "attachments_referenced": [
    "SDS (Safety Data Sheet)",
    "Picture of current sample takers",
    "Documentation"
  ],
  "delivery": {
    "location": "Torvastad, Norway",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "specific_product_model_or_type",
    "detailed_specifications_from_attachments",
    "delivery_timeline",
    "current_model_identification",
    "material_and_seal_requirements"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Haukeland universitetssjukehus",
    "contact_name": "Sveinung Knutsen",
    "contact_email": "sveinung.knutsen@helse-bergen.no",
    "phone": "55974702/93427883",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "2 1/2\" Bailey damp reduksjon ventil (steam reduction valve)",
      "manufacturer": "Bailey",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "2 1/2\"",
        "pressure_rating": "10bar til 3bar",
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": "steam",
        "thread_or_connection": null,
        "other": [
          {
            "key": "type",
            "value": "damp reduksjon (steam reduction)"
          }
        ]
      },
      "missing_fields": [
        "manufacturer_part_no",
        "material_body",
        "material_seal",
        "thread_or_connection"
      ]
    },
    {
      "line_no": 2,
      "quantity": 1,
      "unit": "sett",
      "product_reference": "rep.sett med pakninger til Bailey 2 1/2\" damp reduksjon ventil (repair set with seals)",
      "manufacturer": "Bailey",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "manufacturer_part_no",
        "material_seal",
        "pressure_rating"
      ]
    }
  ],
  "application_context": "Steam pressure reduction system at Haukeland University Hospital, reducing from 10bar to 3bar",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "manufacturer_part_no (Bailey valve model/reference)",
    "material_body",
    "material_seal",
    "thread_or_connection",
    "delivery_location"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Renasys",
    "contact_name": "Paul Magnar Høiland",
    "contact_email": "pmh@renasys.com",
    "phone": "+4790685225",
    "vat_number": null,
    "address": "Kvålkroken 4, 4323 Sandnes"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Turbitech",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "context",
            "value": "Suspended solids sensor, tested at Nærbø"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "unit",
        "manufacturer",
        "manufacturer_part_no",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "voltage",
        "temperature",
        "thread_or_connection"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "S461 TN",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "context",
            "value": "Suspended solids sensor, to be tested in Førde"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "unit",
        "manufacturer",
        "manufacturer_part_no",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "voltage",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": "Suspended solids measurement system — customer evaluating sensors for use at different locations (Nærbø and Førde)",
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    "location": null,
    "deadline": null,
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  "previous_reference": {
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    "notes": "Customer mentions multiple variants available depending on measurement range and expected concentrations; internal contact at J.S.Cock is Knut Erik Boland (kebo@jsc.no)"
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    "detailed technical specifications",
    "delivery location",
    "delivery timeline"
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}

{
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    "company": "Westcon Yard AS",
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    "address": "5582 Ølensvåg, Norway"
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            "key": "application",
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        ]
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          {
            "key": "application",
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        ]
      },
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    {
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      "product_reference": "Glass level gauge 750l – 1400mm",
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          {
            "key": "capacity",
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        ]
      },
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    },
    {
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            "key": "capacity",
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        ]
      },
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    },
    {
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      "manufacturer_part_no": "722.007.130",
      "cross_ref_to": null,
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      },
      "missing_fields": [
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    },
    {
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      "manufacturer_part_no": "722.007.140",
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      },
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    }
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  "application_context": "Expansion tanks for Yard 43 project (1443-7220). Studs and nuts specified for tank hatch connections per building specification.",
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  "delivery": {
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  "previous_reference": {
    "is_update_of": null,
    "notes": "Project number: 1443-7220. Customer expresses uncertainty about whether glass level gauges were previously ordered for the project; requests all gauges to be the same type if multiples are needed."
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  "completeness": "partial",
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{
  "language": "no",
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    "company": "Lystho",
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    "address": null
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      "product_reference": "Ventil for tappearrangement (tap valve for water draw-off arrangement)",
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          {
            "key": "tapping_duration",
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          {
            "key": "concern",
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        ]
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    {
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        "pressure_rating": "32 mVs (approximately 3.2 bar / PN10)",
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  "application_context": "Blåfjellhalli Fjellhaugen hydroelectric power plant; mechanical components in water intake line (vannvei). Water pressure 32 mVs, max flow 0.7 m³/s, tapping duration up to 2–3 weeks. Vibration concerns at outlet requiring possible casting/fixation around outlet area.",
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    "confirmation of air vent requirement"
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{
  "language": "no",
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{
  "language": "no",
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    "company": "Stendal VVS",
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    "address": "Blombakken 1, 5911 Alversund"
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{
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          {
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{
  "language": "no",
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{
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{
  "language": "no",
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{
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    "cable_length_and_connector_specifications",
    "connection_type_specifications",
    "3D_model_attachment"
  ]
}

{
  "language": "en",
  "intent": "reorder",
  "customer": {
    "company": "INEOS Bamble AS",
    "contact_name": "Tobias Gjerde Johannessen",
    "contact_email": "tobias.gjerde@ineos.com",
    "phone": "+47 3557-7669",
    "vat_number": null,
    "address": "Asdalstrand 291, 3962 Stathelle, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "B&R oval wheel meter with shut-off valve in compact design, type OK5M5UVM4/F5-E-R-S-L-28",
      "manufacturer": "Bopp & Reuther Messtechnik GmbH",
      "manufacturer_part_no": "3-49-14826-000",
      "cross_ref_to": null,
      "specs": {
        "dimension": "1\" (DN25)",
        "pressure_rating": "ANSI150",
        "material_body": "Stainless steel",
        "material_seal": "Stainless steel (oval wheels, valve)",
        "actuation": null,
        "voltage": null,
        "torque_or_flow": "5-50 l/min range, 40 l/min typical",
        "temperature": "0 to 60°C",
        "thread_or_connection": "Flanges ANSI150 RF",
        "other": [
          {
            "key": "overall_length",
            "value": "345 mm"
          },
          {
            "key": "flow_direction",
            "value": "Left to right"
          },
          {
            "key": "measuring_chamber_content",
            "value": "0.05 liters"
          },
          {
            "key": "bearing_material",
            "value": "Hard carbon"
          },
          {
            "key": "viscosity_range",
            "value": "1.5 to 150 mPas"
          },
          {
            "key": "max_operating_pressure",
            "value": "10 bar"
          },
          {
            "key": "volume_preselection_roller",
            "value": "M5uVm4 (1 revolution = 10 liters, setting stage = 1 liter)"
          },
          {
            "key": "dial_inscription",
            "value": "English"
          },
          {
            "key": "dial_position",
            "value": "Inclined 70 degrees"
          }
        ]
      },
      "missing_fields": [
        "measuring_liquid"
      ]
    }
  ],
  "application_context": "Replacement of existing oval wheel meter at INEOS Bamble industrial facility in Norway (original KSB meter from 2015, serial 10044636)",
  "attachments_referenced": [],
  "delivery": {
    "location": "Stathelle, Norway",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "KSB Norge 94049385/M 95487 (purchased 2015, serial number 10044636)",
    "notes": "Direct replacement request for existing meter; customer accepts same model or closest available alternative"
  },
  "completeness": "complete",
  "missing": [
    "delivery_deadline",
    "incoterms"
  ]
}

{
  "language": "en",
  "intent": "cross_reference",
  "customer": {
    "company": null,
    "contact_name": null,
    "contact_email": null,
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "AL-1102/2-128 pump, 4.0 kW, 3x400/690V/50Hz; cast iron — customer asks for alternative in better material",
      "manufacturer": null,
      "manufacturer_part_no": "AL11022400",
      "cross_ref_to": "AL-1102/2-128",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": "cast iron (current); customer wants alternative",
        "material_seal": null,
        "actuation": "electric",
        "voltage": "3x400/690V/50Hz",
        "torque_or_flow": "4.0 kW",
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "preferred alternative material"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "AL-1102/4-181 pump, 2.2 kW, 3x230/400V/50Hz; cast iron — customer asks for alternative in better material",
      "manufacturer": null,
      "manufacturer_part_no": "AL11024220-181",
      "cross_ref_to": "AL-1102/4-181",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": "cast iron (current); customer wants alternative",
        "material_seal": null,
        "actuation": "electric",
        "voltage": "3x230/400V/50Hz",
        "torque_or_flow": "2.2 kW",
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "preferred alternative material"
      ]
    }
  ],
  "application_context": "Customer requests pumps that are currently supplied in cast iron and wants an alternative in better material — material upgrade without changing electrical/power spec.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "unusable",
  "missing": [
    "customer identity (company, contact name, email)",
    "quantity per item",
    "delivery location",
    "deadline",
    "target alternative material"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Nordic Paper",
    "contact_name": "Johansen, Sigve",
    "contact_email": "sigve.johansen@nordic-paper.com",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "pH måler hus (pH meter housing)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "thread_or_connection",
        "specifications"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "unusable",
  "missing": [
    "product_specifications",
    "quantity",
    "application_context",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": null,
    "contact_email": null,
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "References 'ramme avtale' (framework agreement) but no details provided"
  },
  "completeness": "unusable",
  "missing": [
    "customer_company",
    "customer_contact_name",
    "customer_email",
    "customer_phone",
    "line_items",
    "product_references",
    "quantities",
    "specifications",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Pelagia AS",
    "contact_name": "Anders Hodder",
    "contact_email": "anders.hodder@pelagia.com",
    "phone": "+4797663392",
    "vat_number": null,
    "address": "Bradbenken 1, 5003 Bergen, NORWAY"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "skyvespjeldventiler (slide gate valves)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "500x800 mm",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "temperature",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "application_context",
    "quantity",
    "pressure_rating",
    "material_specifications",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Cflow",
    "contact_name": "Johannes Bø",
    "contact_email": "johannes.bo@cflow.com",
    "phone": "+47 412 35 323",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Aktuator for rotasjon og posisjonering (Actuator for rotation and positioning)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "HL-20",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "electric",
        "voltage": null,
        "torque_or_flow": "800-1000Nm (including safety margin)",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "rotation_range",
            "value": "0-350 degrees"
          },
          {
            "key": "signal_type",
            "value": "bus or mA signals (buss eller mA signaler)"
          },
          {
            "key": "speed_requirement",
            "value": "2 minutes for 350 degrees rotation"
          },
          {
            "key": "manual_operation",
            "value": "Manual backup/emergency operation required"
          },
          {
            "key": "mounting",
            "value": "Direct coupling to shaft/flange; customer will adapt to actuator mounting (direkte kobling rett på aksling/flens)"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "unit",
        "voltage",
        "pressure_rating",
        "material_body",
        "material_seal",
        "dimension"
      ]
    }
  ],
  "application_context": "Drum/shaft rotation and precise positioning application (trommen/aksling som skal roteres og posisjoneres relativt nøyaktig). Exposed to seawater and regular washing (utsettes for sjøvann og vask jevnlig). Speed is not critical.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer previously purchased HL-20 actuators; seeking similar price range; open to alternative options"
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "voltage",
    "delivery_location",
    "delivery_deadline",
    "material_specification_for_seawater_environment"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Aker Solutions AS",
    "contact_name": "Kim Johan Aakvik",
    "contact_email": "kim.johan.aakvik2@akersolutions.com",
    "phone": "+4790564499",
    "vat_number": "929 877 950",
    "address": "Joseph Kellers vei 20, 3408 Tranby, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "sluse ventil (sluice valve) DN150, PN100",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN150",
        "pressure_rating": "PN100",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "flanged",
        "other": [
          {
            "key": "face_to_face",
            "value": "~450mm (approximate, to be confirmed by customer)"
          }
        ]
      },
      "missing_fields": [
        "material_body",
        "material_seal",
        "exact_face_to_face_dimension",
        "manufacturer"
      ]
    },
    {
      "line_no": 2,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "sluse ventil (sluice valve) DN200, PN100",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN200",
        "pressure_rating": "PN100",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "flanged",
        "other": [
          {
            "key": "face_to_face",
            "value": "~550mm (approximate, to be confirmed by customer)"
          }
        ]
      },
      "missing_fields": [
        "material_body",
        "material_seal",
        "exact_face_to_face_dimension",
        "manufacturer"
      ]
    },
    {
      "line_no": 3,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "sluse ventil (sluice valve) DN50, PN100",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN50",
        "pressure_rating": "PN100",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "flanged",
        "other": [
          {
            "key": "face_to_face",
            "value": "~250mm (approximate, to be confirmed by customer)"
          }
        ]
      },
      "missing_fields": [
        "material_body",
        "material_seal",
        "exact_face_to_face_dimension",
        "manufacturer"
      ]
    }
  ],
  "application_context": "HOLEN A3 kraftverk (hydroelectric power plant) - water sluice valves for ongoing customer project",
  "attachments_referenced": [
    "forespørsel (inquiry document)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "New inquiry; customer requests quote and delivery times urgently due to ongoing project. Face-to-face dimensions are estimates to be verified before order. Color flexibility noted if stock items available."
  },
  "completeness": "partial",
  "missing": [
    "material_body",
    "material_seal",
    "exact_face_to_face_dimensions",
    "specific_delivery_deadline",
    "color_preference_confirmation"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Redox AS",
    "contact_name": "Are Fetveit",
    "contact_email": "are@redox.no",
    "phone": "+47 97 42 05 45",
    "vat_number": null,
    "address": "Industriveien 24, 6530 Averøy"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 4,
      "unit": "stk",
      "product_reference": "ventil med aktuator (valve with actuator) - vedlagt (see attached)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "voltage",
        "temperature",
        "thread_or_connection",
        "manufacturer",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [
    "vedlagt ventil (valve specification attachment)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "100937-6",
    "notes": "Reference from subject line; unclear if this is a product code or prior quote number"
  },
  "completeness": "partial",
  "missing": [
    "Attachment content with valve and actuator specifications",
    "Delivery location and deadline",
    "Application context"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor ASA",
    "contact_name": "Ørjan Lund Larsen",
    "contact_email": "orlar@equinor.com",
    "phone": "+4799715058",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "Request for Quotation 6090413059 (editable PDF)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-02-12",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090413059",
    "notes": "Equinor RFQ submission request via automated bidding system"
  },
  "completeness": "unusable",
  "missing": [
    "items (product specifications in attached PDF not provided)",
    "application_context",
    "customer address"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Odfjell Technology",
    "contact_name": "Finn Lie",
    "contact_email": "lin-store@odfjelltechnology.com",
    "phone": "+47 52029470",
    "vat_number": null,
    "address": "Kokstadflaten 35, 5257 Kokstad, NORWAY"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "pr 8217",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "manufacturer",
        "manufacturer_part_no",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "voltage",
        "torque_or_flow",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "pr 8217",
    "notes": "Subject indicates urgency (haster)"
  },
  "completeness": "unusable",
  "missing": [
    "product_specifications",
    "quantity",
    "delivery_location",
    "deadline",
    "full_inquiry_details"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Spetalsverk",
    "contact_name": "Eivind Hansen",
    "contact_email": "ehansen@spetalsverk.no",
    "phone": "+47 62 96 76 90",
    "vat_number": null,
    "address": "Galterudvegen 701, 2212 Kongsvinger"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Spjeldventil m/ gir og ratt (Butterfly valve with gearbox and hand wheel)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN200",
        "pressure_rating": "PN25",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": "0.08 m³/s",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "working_pressure",
            "value": "144 mVs"
          },
          {
            "key": "max_pressure",
            "value": "160 mVs"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "unit",
        "manufacturer",
        "manufacturer_part_no",
        "material_body",
        "material_seal",
        "temperature",
        "thread_or_connection"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Spjeldventil oljeservo og fallodd (Butterfly valve with oil servo and fail-safe)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN200",
        "pressure_rating": "PN25",
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": "0.08 m³/s",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "working_pressure",
            "value": "144 mVs"
          },
          {
            "key": "max_pressure",
            "value": "160 mVs"
          },
          {
            "key": "control_type",
            "value": "servo with fail-safe"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "unit",
        "manufacturer",
        "manufacturer_part_no",
        "material_body",
        "material_seal",
        "temperature",
        "thread_or_connection"
      ]
    },
    {
      "line_no": 3,
      "quantity": null,
      "unit": null,
      "product_reference": "Sluseventil m/ gir og ratt (Gate valve with gearbox and hand wheel)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN200",
        "pressure_rating": "PN25",
        "material_body": null,
        "material_seal": null,
        "actuation": "manual",
        "voltage": null,
        "torque_or_flow": "0.08 m³/s",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "working_pressure",
            "value": "144 mVs"
          },
          {
            "key": "max_pressure",
            "value": "160 mVs"
          }
        ]
      },
      "missing_fields": [
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{
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    "company": "H.L. Skjøng",
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{
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  "application_context": "Regulering av oksygenert ferskvann/sjøvann til fiskekar (oxygen regulation to fish tanks). Plastic diaphragm valves installed in 2006 achieved better setpoint stability than other solutions tested. Customer seeks replacement for testing.",
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{
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{
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{
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  "language": "no",
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    "company": "Equinor Energy AS",
    "contact_name": "Bjørn Fenstad",
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    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
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  "delivery": {
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    "deadline": "2026-02-19",
    "incoterms": null
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  "previous_reference": {
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{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Nils Anton Digernes",
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    "vat_number": null,
    "address": null
  },
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{
  "language": "no",
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        "thread_or_connection"
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    }
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  "attachments_referenced": [],
  "delivery": {
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    "deadline": null,
    "incoterms": null
  },
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    "delivery_location",
    "delivery_deadline",
    "customer_vat_number"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "PTG Kuldeteknisk AS",
    "contact_name": "Helge Petter Hansen",
    "contact_email": "hha@ptg.no",
    "phone": "+47 905 55 038",
    "vat_number": null,
    "address": "Stakkevollvegen 69B, 9010 Tromsø, NORWAY"
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
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  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
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    "Delivery location and deadline",
    "Application context"
  ]
}

{
  "language": "no",
  "intent": "update_quote",
  "customer": {
    "company": "ARTEC AQUA VAQ AS",
    "contact_name": "Sverre Sæbø",
    "contact_email": "ssa@artec-aqua.com",
    "phone": "+47 97 09 27 76",
    "vat_number": null,
    "address": "Postvegen 13, 6018 Ålesund"
  },
  "items": [],
  "application_context": "Sævareid project",
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  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "1430_004_607",
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  },
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  "missing": [
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    "Delivery location",
    "Delivery deadline"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Rana Gruber",
    "contact_name": "Paul Olsen",
    "contact_email": "paul.olsen@ranagruber.no",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
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    "incoterms": null
  },
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  "completeness": "unusable",
  "missing": [
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    "quantities",
    "materials/seals",
    "delivery location",
    "delivery deadline"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor ASA",
    "contact_name": "Inger Merete Nordgaard",
    "contact_email": "imn@equinor.com",
    "phone": "+4748080234",
    "vat_number": null,
    "address": null
  },
  "items": [],
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  "attachments_referenced": [
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  "delivery": {
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    "deadline": "2026-02-18",
    "incoterms": null
  },
  "previous_reference": {
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  "missing": [
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    "Delivery location",
    "Actual product requirements"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Mikael Landa Myrholt",
    "contact_email": "mim@equinor.com",
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    "vat_number": null,
    "address": null
  },
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  "application_context": null,
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    "incoterms": null
  },
  "previous_reference": {
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  },
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    "Quantities",
    "Delivery location",
    "Technical specifications and requirements"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Endress+Hauser AS",
    "contact_name": "Einar Instanes",
    "contact_email": "einar.instanes@endress.com",
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    "vat_number": null,
    "address": "Sandslihaugen 10, 5254 Sandsli, Norway"
  },
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      "manufacturer_part_no": null,
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  "application_context": null,
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  "delivery": {
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  },
  "previous_reference": {
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    "delivery location",
    "delivery deadline",
    "application context"
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}

{
  "language": "no",
  "intent": "new_inquiry",
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    "company": "TESS Sør AS",
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  "previous_reference": {
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    "notes": "Greta (TESS customer advisor) forwarding on behalf of unnamed customer. References lines marked yellow where Cashco is preferred supplier, but item list not included in email body."
  },
  "completeness": "unusable",
  "missing": [
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    "actual end customer identity",
    "product specifications",
    "quantities",
    "delivery location and deadline"
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}

{
  "language": "en",
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  },
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      "specs": {
        "dimension": "DN1400",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
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      },
      "missing_fields": [
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        "thread_or_connection"
      ]
    },
    {
      "line_no": 2,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "DN1800 butterfly valve",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN1800",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
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        "material_body",
        "material_seal",
        "actuation",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
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    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "company",
    "contact_name",
    "contact_email",
    "phone",
    "vat_number",
    "address",
    "application_context",
    "pressure_rating",
    "material_body",
    "material_seal",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Haakon Ellingsen",
    "contact_name": "Stian Kvaal",
    "contact_email": "kvaal@haakonellingsen.no",
    "phone": "+47 91 59 89 89",
    "vat_number": null,
    "address": "Tangen 11, 4072 Randaberg"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "Limit Switch Unit, SS316 IMTEX SRX42S5MR-WOO",
      "manufacturer": "IMTEX",
      "manufacturer_part_no": "SRX42S5MR-WOO",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": "SS316",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "actuation",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "RFQ 153785",
    "notes": null
  },
  "completeness": "complete",
  "missing": [
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor ASA",
    "contact_name": "Bjørn Fenstad",
    "contact_email": "bfen@equinor.com",
    "phone": "+4795876962",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "Vedlagte PDF fil (forespørsel 6090415489)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-02-24",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090415489",
    "notes": "Equinor automated tender request. Detailed product specifications are in the attached PDF form. Response must be submitted to gm_srm_in_bids@equinor.com with Equinor reference number 6090415489 in the email subject line."
  },
  "completeness": "partial",
  "missing": [
    "product_references",
    "quantities",
    "specifications",
    "application_context",
    "delivery_location"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Tolcon",
    "contact_name": "Stian Herrebrøden",
    "contact_email": "stian@tolcon.no",
    "phone": "+47 991 04 455",
    "vat_number": null,
    "address": "Bjørnerudveien 18, 1266 Oslo"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "ESD-ventil til propanforsyning (Emergency Shut-Down valve for propane supply), same setup as previous Hydro delivery",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN50",
        "pressure_rating": "0.3 bar",
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "manufacturer",
        "manufacturer_part_no",
        "material_body",
        "material_seal",
        "actuation",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": "Propane supply to gas boiler at Hardanger biogas facility (propan gassfase til gasskjel)",
  "attachments_referenced": [
    "vedlagte tilbud (attached quote/offer used as specification reference)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer references a similar ESD valve previously delivered to Hydro for propane supply and requests the same setup in DN50. Attached quote provided as specification reference."
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "manufacturer/manufacturer_part_no (to identify the reference Hydro valve and match setup)",
    "delivery location",
    "delivery deadline"
  ]
}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Ørjan Lund Larsen",
    "contact_email": "orlar@equinor.com",
    "phone": "+4799715058",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "Request for Quotation 6090416019 (editable PDF form)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-02-25",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090416019",
    "notes": "Equinor RFQ via automated bidding system — all product details and specifications are in the attached PDF form, not in email body"
  },
  "completeness": "unusable",
  "missing": [
    "product items and quantities (embedded in PDF form, not accessible from email)",
    "technical specifications",
    "delivery location",
    "application context"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": "Oddbjørn Wågbø",
    "contact_email": "oddbjorn73@gmail.com",
    "phone": "9057177",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "kit",
      "product_reference": "Overgangskit (transition kit) for Gemu 554 40D 137 51 2 with control unit Gemu 1436000Z1ECON0001050",
      "manufacturer": "Gemu",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "presumed_components",
            "value": "adapter of some kind and rod extension (forlenger til stangen)"
          },
          {
            "key": "control_integration",
            "value": "Customer uncertain if on/off valve needs replacement or pneumatic control from unit"
          }
        ]
      },
      "missing_fields": [
        "exact_kit_configuration",
        "adapter_specification",
        "rod_extension_dimensions",
        "valve_replacement_requirement",
        "pressure_rating",
        "material_body",
        "material_seal",
        "connection_types"
      ]
    }
  ],
  "application_context": "Gemu valve and control unit purchased from bankruptcy auction. Customer needs transition kit to integrate control unit with valve for pneumatic operation.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Equipment sourced from bankruptcy auction (Gemu 554 40D 137 51 2 valve + Gemu 1436000Z1ECON0001050 control unit)"
  },
  "completeness": "partial",
  "missing": [
    "delivery_location",
    "delivery_deadline",
    "detailed_kit_specifications",
    "customer_business_entity"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": "Ørjan Johannessen",
    "contact_email": "orjanjoha@hotmail.com",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "spade ventil/stafsjø ventil med luftsylinder (spade valve/stafsjø valve with air cylinder)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "14 toms",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "pressure_rating",
        "material_body",
        "material_seal",
        "temperature",
        "thread_or_connection",
        "manufacturer",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "delivery location",
    "delivery deadline",
    "application context",
    "complete product specifications"
  ]
}

{
  "language": "no",
  "intent": "application_advice",
  "customer": {
    "company": "Jotun A/S",
    "contact_name": "Nikolai Brathaug",
    "contact_email": "nikolai.brathaug@jotun.no",
    "phone": "+47 97043684",
    "vat_number": null,
    "address": "P.O.Box 2021, 3202 Sandefjord, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Kuleventin DN 80 (ball valve DN 80)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN 80",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
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        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
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      },
      "missing_fields": [
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        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "thread_or_connection"
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    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Kuleventin DN 100 (ball valve DN 100)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN 100",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": null
      },
      "missing_fields": [
        "quantity",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": "Industrial solvent-based paint thinner (løsemiddelbasert brekkfarge for industrielt bruk). Current ball valves are sticking/swelling after extended use due to solvent media. Customer requires alternative valves with materials and seals resistant to solvent compatibility.",
  "attachments_referenced": [
    "bilder av ventiler/aktuatorer"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity_per_valve",
    "pressure_rating",
    "connection_type",
    "actuation_type_and_voltage",
    "delivery_location",
    "timeline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Aker Solutions",
    "contact_name": "Eilertsen, Helge Peder",
    "contact_email": "helge.peder.eilertsen@akersolutions.com",
    "phone": "+47 56315124 / +47 46401074",
    "vat_number": null,
    "address": "Sandslimarka 55, 5254 Sandsli, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": null,
      "product_reference": "Auma aktuator og adapter til Pen Stock Tag. Nr: 73-XV-894 (Auma actuator and adapter for Pen Stock Tag No. 73-XV-894)",
      "manufacturer": "Auma",
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "actuator model and specifications",
        "voltage and signal type",
        "required torque",
        "adapter specifications",
        "current valve condition"
      ]
    },
    {
      "line_no": 2,
      "quantity": 4,
      "unit": "stk",
      "product_reference": "Pen Stock ventiler (Pen Stock valves/sluices) - Tags: 73-XV-805, 73-XV-807, 73-XV-809, 73-XV-811",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "valve type and model",
        "dimension",
        "pressure rating",
        "material specifications",
        "current installation status",
        "whether old units require removal"
      ]
    }
  ],
  "application_context": "Installation of Auma actuator and adapter on Pen Stock tag 73-XV-894, and installation of 4 Pen Stock sluices in basins during planned 1-day maintenance shutdown at Mongstad; work coordinated with 4 installation teams in parallel during facility downtime beginning 08.06.2026",
  "attachments_referenced": [],
  "delivery": {
    "location": "Mongstad",
    "deadline": "2026-06-08",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "Email dated 2026-01-29",
    "notes": "Follow-up to previous request for hourly labor rates (montør and supervisor) plus mobilization/demobilization costs; further technical details and ATS purchase order to be provided by Christel Devik from ATS department"
  },
  "completeness": "partial",
  "missing": [
    "Detailed installation scope and technical drawings",
    "Auma actuator model and voltage specifications",
    "Pen Stock valve specifications and current condition",
    "Labor rate structure and basis for cost calculation",
    "Whether equipment is already on-site or requires delivery",
    "Specific timeline and resource allocation within 1-day window",
    "Safety and access requirements for Mongstad facility"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Finn Hetland",
    "contact_email": "fih@equinor.com",
    "phone": "+4748152270",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "vedlagte PDF fil (attached PDF form with RFQ details)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-03-12",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090416435",
    "notes": "Equinor forespørselsnummer (inquiry number) - must be included in email subject line when submitting quote per Equinor's instructions"
  },
  "completeness": "unusable",
  "missing": [
    "Item specifications, quantities, materials, and dimensions (contained in the attached PDF form which was not provided to J.S.Cock for extraction)",
    "Application context / use case",
    "Delivery location",
    "Pressure ratings",
    "Connection types and thread standards"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor ASA",
    "contact_name": "Bjørn Fenstad",
    "contact_email": "bfen@equinor.com",
    "phone": "+4795876962",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "forespørsel 6090416521 (PDF form)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-03-06",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090416521",
    "notes": "Equinor RFQ must be returned to gm_srm_in_bids@equinor.com with RFQ number 6090416521 in subject line. All information must be entered in the PDF form as it is automatically read into Equinor's evaluation system. Adobe Reader v9.0+ required; do not print and scan."
  },
  "completeness": "unusable",
  "missing": [
    "Product specifications and line items (contained in attached PDF form only)",
    "Delivery location",
    "Application context"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "JTSE Automation AS",
    "contact_name": "John Inge Langedal",
    "contact_email": "automation@jtse.no",
    "phone": "+47 971 70 722",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 6,
      "unit": "stk",
      "product_reference": "pH8000 med 20 meter kabel (pH8000 with 20 meter cable)",
      "manufacturer": null,
      "manufacturer_part_no": "pH8000",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "cable_length",
            "value": "20 meter"
          }
        ]
      },
      "missing_fields": [
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        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "voltage",
        "temperature",
        "thread_or_connection",
        "manufacturer"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": []
}

{
  "language": "no",
  "intent": "update_quote",
  "customer": {
    "company": "Cflow",
    "contact_name": "Rhina Silden",
    "contact_email": "rhina.silden@cflow.com",
    "phone": "+47 911 65 628",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Ventiler merket i rødt (Valves marked in red)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "manufacturer",
        "manufacturer_part_no"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Ventiler merket i blått (Valves marked in blue)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "actuation",
        "manufacturer",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": "Tank application",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "PO 417894 (ref: 403354.01 PRAS)",
    "notes": "Customer requests removal of red-marked valves from existing PO. If removal not possible, willing to replace with blue-marked valves. Also requesting quote on additional blue-marked valves and confirmation of delivery timeline for all valves in same tank."
  },
  "completeness": "partial",
  "missing": [
    "Detailed product specifications (color-coded references not provided in email body)",
    "Quantities for each item",
    "Delivery deadline",
    "Delivery location",
    "Customer address",
    "Customer VAT number",
    "Attached file containing color-coded valve specifications"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Umoe Mandal AS",
    "contact_name": "Trond Helge Abrahamsen",
    "contact_email": "tha@um.no",
    "phone": "+47 90846097",
    "vat_number": null,
    "address": "Gismerøyveien 205, N-4515 Mandal, Norway"
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    "deadline": null,
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    "notes": "Customer references line items and product list that are not present in the email body. References existing declined items and duplicate lines. Requests quote on unspecified items."
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  "completeness": "unusable",
  "missing": [
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    "product specifications",
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    "delivery deadline",
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Sisterne Drift DA",
    "contact_name": "Odd Tore Haugen",
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    "vat_number": "984020031",
    "address": "Kongshavnveien 21, 0193 Oslo"
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    {
      "line_no": 1,
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{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Haram kommune",
    "contact_name": "Camilla Waagbø Nilsen",
    "contact_email": "Camilla.Waagbo.Nilsen@haram.kommune.no",
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    "vat_number": null,
    "address": null
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Helena Nora Larsen",
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    "phone": "+4746949919",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
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  "delivery": {
    "location": null,
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    "customer address"
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}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": "Kaldbakur AS",
    "contact_name": "Andreas Isaksen",
    "contact_email": "andreas@kaldbakur.no",
    "phone": "+47 920 52 482",
    "vat_number": null,
    "address": "Notenesgata 9, 6002 Aalesund, Norway"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": "Anne Gehring Hansen",
    "contact_email": null,
    "phone": "+47 51648612",
    "vat_number": null,
    "address": null
  },
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    {
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        "material_seal": null,
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        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "NPT (gjenger både inn og ut - threaded both inlet and outlet)",
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          {
            "key": "application",
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        ]
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        "specific_size_choice",
        "material_body",
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    }
  ],
  "application_context": "Olje (oil)",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
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    "delivery_deadline"
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}

{
  "language": "en",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": "Piotr Kobrzak",
    "contact_email": "PKOBRZAK@NOBLECORP.COM",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
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  "attachments_referenced": [
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  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
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    "notes": "Customer RFQ No. 114888, Site S103"
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  "completeness": "partial",
  "missing": [
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    "Delivery location",
    "Delivery deadline date",
    "Company name",
    "Phone number",
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "SIMONA Stad Pipe",
    "contact_name": "Odd Helge Losnegard",
    "contact_email": "odd-helge.losnegard@simona-group.com",
    "phone": "+47 92487377",
    "vat_number": null,
    "address": "6750 Stadlandet - Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 22,
      "unit": "stk",
      "product_reference": "DN 500 Lug ventil med elektrisk actuator (on/off) og manuell styring, super duplex (DN 500 Lug valve with electric actuator (on/off) and manual control, super duplex)",
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      "manufacturer_part_no": null,
      "cross_ref_to": null,
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        "pressure_rating": null,
        "material_body": "super duplex",
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        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
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          {
            "key": "manual_control",
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        ]
      },
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    },
    {
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      "unit": "stk",
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      "manufacturer_part_no": null,
      "cross_ref_to": null,
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        "voltage": null,
        "torque_or_flow": null,
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          {
            "key": "manual_control",
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  "application_context": "Project in Iceland",
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    "delivery_deadline"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Redox AS",
    "contact_name": "Are Fetveit",
    "contact_email": null,
    "phone": "+47 97 42 05 45",
    "vat_number": null,
    "address": "Industriveien 24, 6530 Averøy"
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      "product_reference": "Reguleringsventil (regulating valve) 1/4\" med kuleventil og spor (ball valve with slot)",
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      "manufacturer_part_no": null,
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        "material_body": null,
        "material_seal": null,
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        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
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          {
            "key": "ball_valve_variant",
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    "notes": "Customer states they have previously purchased the ½\" version from J.S.Cock; now requesting 1/4\" equivalent for same actuator"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor",
    "contact_name": "Lisbeth Hårstad",
    "contact_email": "gm_srm_in_bids@equinor.com",
    "phone": "+4741467305",
    "vat_number": null,
    "address": null
  },
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    "deadline": null,
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  "previous_reference": {
    "is_update_of": "6090416614",
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  "completeness": "unusable",
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    "delivery location",
    "delivery deadline",
    "application context"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Orkla Foods",
    "contact_name": "Ruxandra Andreea Dragan",
    "contact_email": "ruxandra.dragan@orkla.no",
    "phone": "+47 45 35 00 26",
    "vat_number": null,
    "address": "Ekrevegen 60, 5261 Indre Arna"
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      "line_no": 1,
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      "product_reference": "Bailey 716 SSL sikkerhetsventil (safety valve)",
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  "application_context": "kjølesone (cooling zone)",
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}

{
  "language": "mixed",
  "intent": "new_inquiry",
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    "company": "Hoseth Technology AS",
    "contact_name": "Adrian Holsen",
    "contact_email": "adrian.holsen@hoseth.com",
    "phone": "+47 94898840",
    "vat_number": null,
    "address": "Dalegata 135, 6518 Kristiansund"
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      "unit": "stk",
      "product_reference": "Thermo Fisher ASAPTORO (Aquasensor)",
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    "confirmation_that_J.S.Cock_carries_Thermo_Fisher_products"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "FPE SONTUM AS",
    "contact_name": "Anastasija Kellere",
    "contact_email": "anastasija.kellere@fpe.no",
    "phone": "+47 93 21 96 48",
    "vat_number": null,
    "address": "Kanalarmen 12, NO-4033 Stavanger"
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  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Class F Stainless Steel Spring 60-80 psi",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
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        "pressure_rating": "60-80 psi",
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        "voltage": null,
        "torque_or_flow": null,
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Lisbeth Hårstad",
    "contact_email": "lihaa@equinor.com",
    "phone": "+4741467305",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
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  "delivery": {
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    "deadline": "2026-03-11",
    "incoterms": null
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  "previous_reference": {
    "is_update_of": "6090410424",
    "notes": "Equinor RFQ via automated bidding system. Product specifications and line items are in the attached PDF form (6090410424), not in email body. Completed PDF must be returned to gm_srm_in_bids@equinor.com with RFQ number in subject line."
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  "completeness": "unusable",
  "missing": [
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    "line_items_and_quantities",
    "delivery_location",
    "application_context"
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Marnie Lynn Vedeler",
    "contact_email": "mlve@equinor.com",
    "phone": "+4791758792",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
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  "delivery": {
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    "deadline": "2026-03-17",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090417912",
    "notes": "Equinor bidding request submitted via their automated RFQ system. Product specifications are in attached PDF (requires Adobe Reader 9.0+). Quote must be returned in completed PDF to gm_srm_in_bids@equinor.com with request number 6090417912 in subject line."
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}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Ahlsell",
    "contact_name": "Jøran Skjøndal",
    "contact_email": "Joran.skjondal@ahlsell.no",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "DN500 skyvespjeld (butterfly valve) med pneumatisk sylinder (pneumatic cylinder)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
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        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
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        "unit",
        "pressure_rating",
        "material_body",
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        "voltage",
        "thread_or_connection"
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    }
  ],
  "application_context": "innløps ventil på pumpestasjon for avløp (inlet valve at wastewater pumping station)",
  "attachments_referenced": [],
  "delivery": {
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    "deadline": null,
    "incoterms": null
  },
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{
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{
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{
  "language": "no",
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    "company": "Borregaard Fabrikker/ELIN",
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{
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{
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{
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    "company": "Lerøy",
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{
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    "company": "Framo Services AS",
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{
  "language": "no",
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    "company": "Equinor Energy AS",
    "contact_name": "Solfrid M. Bruun Bu",
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    "address": null
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{
  "language": "mixed",
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    "company": "Cflow",
    "contact_name": "Rhina Silden",
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{
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    "company": "Mento",
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{
  "language": "en",
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{
  "language": "no",
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    "company": "Equinor ASA",
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{
  "language": "no",
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    "company": "Brødrene Dahl AS",
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        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "po_reference",
            "value": "31319558"
          },
          {
            "key": "jo_reference",
            "value": "JO171010"
          }
        ]
      },
      "missing_fields": [
        "all spec fields — context lives in attached JO171010.pdf"
      ]
    }
  ],
  "application_context": "Customer asks for refreshed pricing on two valves from a prior order. Specifics are in the attached JO171010.pdf order confirmation, not in the email body.",
  "attachments_referenced": [
    "JO171010.pdf"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "PO 31319558 / JO171010",
    "notes": "Update of an existing order. Specs must be pulled from the attached order confirmation."
  },
  "completeness": "partial",
  "missing": [
    "valve specs (require parsing attached order confirmation)",
    "quantities",
    "delivery location",
    "deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Heidenreich",
    "contact_name": "Trond Martin Halland",
    "contact_email": "trond.halland@heidenreich.no",
    "phone": "+47 90 25 90 89",
    "vat_number": null,
    "address": "Industriveien 6, 2020 Skedsmokorset"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 4,
      "unit": "stk",
      "product_reference": "DN150 knife gate valve (skyvespjeldventil) with stainless-steel knife, pneumatic actuator, seal suitable for silage media",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN150",
        "pressure_rating": "PN10",
        "material_body": null,
        "material_seal": "suitable for ensilage (silage)",
        "actuation": "pneumatic",
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "skyvespjeldventil (knife gate valve)"
          },
          {
            "key": "knife_material",
            "value": "syrefast (stainless steel)"
          },
          {
            "key": "media",
            "value": "ensilasje (silage)"
          }
        ]
      },
      "missing_fields": [
        "material_body",
        "specific seal material"
      ]
    }
  ],
  "application_context": "Knife gate valves for silage application. Customer requests best price and lead time.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "complete",
  "missing": []
}

{
  "language": "no",
  "intent": "cross_reference",
  "customer": {
    "company": "PTG Kuldeteknisk AS",
    "contact_name": "Helge Petter Hansen",
    "contact_email": "hha@ptg.no",
    "phone": "+47 905 55 038",
    "vat_number": null,
    "address": "Stakkevollvegen 69B, 9010 Tromsø, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Equivalent of AVA actuator B4006-PHB-22; 400 Nm on/off, 24V AC/DC",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "AVA B4006-PHB-22",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": "electric",
        "voltage": "24V AC/DC",
        "torque_or_flow": "400 Nm",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "duty",
            "value": "on/off"
          },
          {
            "key": "device_type",
            "value": "actuator (not a valve)"
          },
          {
            "key": "image_attached",
            "value": "yes"
          }
        ]
      },
      "missing_fields": [
        "quantity",
        "mounting interface (e.g. F07/F10)"
      ]
    }
  ],
  "application_context": "Customer needs an equivalent for an AVA-branded electric actuator (image attached). Marine & Industrial division.",
  "attachments_referenced": [
    "image of AVA actuator"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "mounting interface",
    "delivery location"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Brødrene Dahl AS",
    "contact_name": "Tom Aunan",
    "contact_email": "tom.aunan@dahl.no",
    "phone": "+47 95 29 25 23",
    "vat_number": null,
    "address": "Akervegen 1, 7652 Verdal"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "sikkerhetsventil (safety valve) 1-1/4\" 55 bar",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "1-1/4\"",
        "pressure_rating": "55 bar",
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "manufacturer",
        "material_body",
        "material_seal",
        "thread_or_connection",
        "temperature",
        "actuation"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "material_body",
    "material_seal",
    "thread_or_connection",
    "temperature_range",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Solfrid M. Bruun Bu",
    "contact_email": "bu@equinor.com",
    "phone": "+4793748",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "Forespørsel 6090420164 (PDF fil)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-04-08",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090420164",
    "notes": "Equinor RFQ via bidding system. Actual product specifications and requirements are in the attached PDF file, not in the email body."
  },
  "completeness": "unusable",
  "missing": [
    "Product specifications",
    "Quantities",
    "Technical requirements",
    "Delivery location",
    "Customer address and VAT number"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": null,
    "contact_name": null,
    "contact_email": null,
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "unusable",
  "missing": [
    "entire customer email — only the issued PDF quote was archived, not the original RFQ"
  ]
}

{
  "language": "no",
  "intent": "reorder",
  "customer": {
    "company": null,
    "contact_name": null,
    "contact_email": null,
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 1,
      "unit": "stk",
      "product_reference": "Camlock complete — same as the one purchased last year",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": "previous Camlock order (last year)",
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "valve_type",
            "value": "Camlock"
          },
          {
            "key": "configuration",
            "value": "complete (assembly)"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "material_body",
        "thread_or_connection",
        "all specs — must be pulled from prior order history"
      ]
    }
  ],
  "application_context": "Reorder of the same Camlock complete the customer purchased last year. All specs must be pulled from prior order history.",
  "attachments_referenced": [
    "image001.jpg (likely image of the Camlock)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "previous Camlock order from last year",
    "notes": "No customer identity provided in body — JS Cock salesperson Morten Steinset forwarded with #most tag. Customer identity must be inferred from the original (un-forwarded) email or salesperson context."
  },
  "completeness": "unusable",
  "missing": [
    "customer identity (company, contact email)",
    "specific Camlock spec — must look up prior order"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Marnie Lynn Vedeler",
    "contact_email": "mlve@equinor.com",
    "phone": "+4791758792",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "vedlagte PDF fil"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-04-13",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090420261",
    "notes": "Equinor RFQ received via automated bidding system. Actual product details contained in attached PDF form."
  },
  "completeness": "unusable",
  "missing": [
    "All product items and specifications (in attached PDF)",
    "Quantities",
    "Application context",
    "Delivery location",
    "Specific technical requirements"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "VVS Installasjon as",
    "contact_name": "Eirik Arntsen",
    "contact_email": "eirik@vvsinstallasjon.no",
    "phone": "+4799153279",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 120,
      "unit": "stk",
      "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN15",
        "pressure_rating": "PN25 (25 bar)",
        "material_body": "syrefast (acid-resistant stainless steel)",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "Gjenger (threaded)",
        "other": []
      },
      "missing_fields": [
        "valve_type",
        "material_seal",
        "temperature_rating"
      ]
    },
    {
      "line_no": 2,
      "quantity": 65,
      "unit": "stk",
      "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN25",
        "pressure_rating": "PN25 (25 bar)",
        "material_body": "syrefast (acid-resistant stainless steel)",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "Gjenger (threaded)",
        "other": []
      },
      "missing_fields": [
        "valve_type",
        "material_seal",
        "temperature_rating"
      ]
    },
    {
      "line_no": 3,
      "quantity": 16,
      "unit": "stk",
      "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN32",
        "pressure_rating": "PN25 (25 bar)",
        "material_body": "syrefast (acid-resistant stainless steel)",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "Gjenger (threaded)",
        "other": []
      },
      "missing_fields": [
        "valve_type",
        "material_seal",
        "temperature_rating"
      ]
    },
    {
      "line_no": 4,
      "quantity": 20,
      "unit": "stk",
      "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN50",
        "pressure_rating": "PN25 (25 bar)",
        "material_body": "syrefast (acid-resistant stainless steel)",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "Gjenger (threaded)",
        "other": []
      },
      "missing_fields": [
        "valve_type",
        "material_seal",
        "temperature_rating"
      ]
    },
    {
      "line_no": 5,
      "quantity": 18,
      "unit": "stk",
      "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN65",
        "pressure_rating": "PN25 (25 bar)",
        "material_body": "syrefast (acid-resistant stainless steel)",
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": "Flens (flanged)",
        "other": []
      },
      "missing_fields": [
        "valve_type",
        "material_seal",
        "temperature_rating"
      ]
    }
  ],
  "application_context": "Prosess vaskeanlegg (process washing plant) supplied by Lilleborg, used in slaughter and filleting operations. Chemicals used: Aqua Des Foam PAA for disinfection (1.5%), Aqua Foam Alkachlor for main washing lines, Aqua Biocip for additional cleaning. Total washing chemistry concentration 3.5%.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "valve_type",
    "material_seal_specification",
    "temperature_rating",
    "delivery_location",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Umoe Mandal AS",
    "contact_name": "Øystein E. Nilsen",
    "contact_email": "oen@um.no",
    "phone": "+47 452 19 580",
    "vat_number": null,
    "address": "Gismerøyveien 205, N-4515 Mandal, Norway"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Fire valve Gland packing DN (MTB), TYPE 356622",
      "manufacturer": null,
      "manufacturer_part_no": "112242",
      "cross_ref_to": null,
      "specs": {
        "dimension": "15x23x9mm",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "pressure_rating",
        "material_body",
        "material_seal"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "pressure_rating",
    "material_body",
    "material_seal"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Bergen Engines AS",
    "contact_name": "Espen Løland",
    "contact_email": "Espen.Loeland@bergenengines.com",
    "phone": "+47 918 56 517",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Strainer Gasket B01064368",
      "manufacturer": null,
      "manufacturer_part_no": "B01064368",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "temperature"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Strainer Gasket B01064369",
      "manufacturer": null,
      "manufacturer_part_no": "B01064369",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "temperature"
      ]
    },
    {
      "line_no": 3,
      "quantity": null,
      "unit": null,
      "product_reference": "Strainer Gasket B01064370",
      "manufacturer": null,
      "manufacturer_part_no": "B01064370",
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "temperature"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "quantity",
    "delivery_location",
    "delivery_deadline",
    "application_context"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Equinor Energy AS",
    "contact_name": "Helena Nora Larsen",
    "contact_email": "hnl@equinor.com",
    "phone": "+4746949919",
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [
    "forespørsel 6090420902 (PDF)"
  ],
  "delivery": {
    "location": null,
    "deadline": "2026-04-10",
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": "6090420902",
    "notes": "Equinor RFQ submitted via automated bidding system. Product specifications are in the attached PDF file, which was not provided in the email body."
  },
  "completeness": "unusable",
  "missing": [
    "Product specifications and line item details (in attached PDF)",
    "Delivery location",
    "Application context"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Havforskningsinstituttet Matre",
    "contact_name": "Torfinn Aga",
    "contact_email": "torfinn.aga@hi.no",
    "phone": "41 50 50 52",
    "vat_number": null,
    "address": "Matre 5, 5984 Matredal"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "positioner (positioning valve/actuator)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "control_signal",
            "value": "0-10V"
          }
        ]
      },
      "missing_fields": [
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "manufacturer",
        "manufacturer_part_no",
        "torque_or_flow",
        "temperature",
        "thread_or_connection"
      ]
    }
  ],
  "application_context": "Marine research facility (Havforskningsinstituttet Matre)",
  "attachments_referenced": [
    "image of positioning valve"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "delivery.location",
    "delivery.deadline",
    "product specification details (customer references image but no detailed technical specs provided in text)"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Framo Services AS",
    "contact_name": "Mai-Liss Roma",
    "contact_email": "mrom@framo.no",
    "phone": "+4755999208",
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        "actuation",
        "voltage",
        "torque_or_flow",
        "temperature",
        "thread_or_connection",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": null,
  "attachments_referenced": [
    "vedlagt bilde av pakkene vi trenger"
  ],
  "delivery": {
    "location": "Hanøytangen 130, 5310 Hauglandshella, NORWAY",
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "partial",
  "missing": [
    "Product specifications (image attachment not provided)",
    "Specific delivery deadline",
    "Application context"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Drammen kommune",
    "contact_name": "Dennis Jesper Tygesen",
    "contact_email": "dennis.jesper.tygesen@drammen.kommune.no",
    "phone": "320 46 655",
    "vat_number": null,
    "address": "Skogliveien 4D, 3047 Drammen"
  },
  "items": [
    {
      "line_no": 1,
      "quantity": 2,
      "unit": "stk",
      "product_reference": "DN100 red.ventiler (reduction valves)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": "DN100",
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": "Max 25 l/s",
        "temperature": null,
        "thread_or_connection": null,
        "other": [
          {
            "key": "inlet_pressure",
            "value": "9.2 bar"
          },
          {
            "key": "outlet_pressure",
            "value": "4.2 bar"
          },
          {
            "key": "min_night_flow",
            "value": "0 l/s"
          },
          {
            "key": "application",
            "value": "DTS613 reserve water supply station"
          }
        ]
      },
      "missing_fields": [
        "pressure_rating_class",
        "material_body",
        "material_seal",
        "thread_or_connection",
        "temperature_range"
      ]
    }
  ],
  "application_context": "DTS613 station - reserve water supply to city zone (by-sone). System must not drain overlying zone when flow is restricted. Max 25 l/s flow limit required. Valves remain mostly idle/at rest in normal operation.",
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Station DTS613 valve replacement project"
  },
  "completeness": "partial",
  "missing": [
    "pressure_rating_class (PN) - operating pressures given but rated class not specified",
    "material_specifications (body and seal)",
    "thread_or_connection_type",
    "delivery_deadline"
  ]
}

{
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Endúr Maritime",
    "contact_name": "Kjetil Silden",
    "contact_email": "Kjetil.Silden@endur.no",
    "phone": "+47 98221188",
    "vat_number": null,
    "address": null
  },
  "items": [
    {
      "line_no": 1,
      "quantity": null,
      "unit": null,
      "product_reference": "Sikkerhetsventil (Safety valve)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "thread_or_connection",
        "manufacturer",
        "manufacturer_part_no"
      ]
    },
    {
      "line_no": 2,
      "quantity": null,
      "unit": null,
      "product_reference": "Nåleventil (Needle valve)",
      "manufacturer": null,
      "manufacturer_part_no": null,
      "cross_ref_to": null,
      "specs": {
        "dimension": null,
        "pressure_rating": null,
        "material_body": null,
        "material_seal": null,
        "actuation": null,
        "voltage": null,
        "torque_or_flow": null,
        "temperature": null,
        "thread_or_connection": null,
        "other": []
      },
      "missing_fields": [
        "quantity",
        "unit",
        "dimension",
        "pressure_rating",
        "material_body",
        "material_seal",
        "thread_or_connection",
        "manufacturer",
        "manufacturer_part_no"
      ]
    }
  ],
  "application_context": "Ship maintenance",
  "attachments_referenced": [
    "vedlagte bilder (attached pictures)"
  ],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": "Customer requests delivery 'denne veka' (this week). Product specifications are in attached images not provided with this inquiry."
  },
  "completeness": "partial",
  "missing": [
    "Product specifications (dimensions, pressure ratings, materials, seals)",
    "Quantities for each item",
    "Delivery location",
    "Exact delivery deadline (vague: 'this week')",
    "Attached images with product details"
  ]
}