J.S.Cock · AI Inquiry Demo
← All inquiries · Inquiry detail view
End-to-end flow

JT122083 · Nofitech

One inquiry, all stages. Each box below is the actual artifact persisted by the pipeline — not a mockup. The brief asks: "does Kine actually work?". This page is the answer.

10 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT122083/inquiry.eml

    ok
    From: hanne@nofitech.com
    Subject: Skalavik - Reguleringsventiler oksygenert vann
    Body: 2821 chars
    Attachments: image001.png, image002.png, image984367.gif
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    4 item(s) detected · language=no · intent=new_inquiry

    ok
    Norwegiannew inquiry4 item(s)
    Show extracted JSON
    {
      "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"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: valve dimensions per item, material specs (body/seal), downstream pressure target, delivery deadline, consolidation decision for Avd D and E

    ok
    partial
    • valve dimensions per item
    • material specs (body/seal)
    • downstream pressure target
    • delivery deadline
    • consolidation decision for Avd D and E
    Rule trace (deterministic)
    Verdict: complete · all items quotable directly
    • item 1: ✓ quotablequotable (sizing + 1 disambiguating spec)
    • item 2: ✓ quotablequotable (sizing + 1 disambiguating spec)
    • item 3: ✓ quotablequotable (sizing + 1 disambiguating spec)
    • item 4: ✓ quotablequotable (sizing + 1 disambiguating spec)
  4. 4

    AI drafts follow-up email to customer

    Step 04

    Drafted in no, awaiting human approval.

    ok
  5. 5

    Customer found in Business Central

    Steps 08 + 09

    BC# C-20004 — Nofitech

    ok
    BC#: C-20004
    Company: Nofitech
    Email: hanne@nofitech.com
  6. 6

    Match items against the J.S.Cock catalog

    Steps 12 + 13

    Top-5 candidates per item via TF-IDF over 18.8k SKUs (see Matches tab on /inquiry/JT122083).

    ok
  7. 7

    Score supplier quotes (1 received)

    Steps 16 + 17

    Winner: GEMÜ Gebr. Müller GmbH & Co. KG · score 0.95 · 72480.0 EUR · 49d lead

    ok
    SupplierStatusTotalLeadIncotermScoreFlags
    GEMÜ Gebr. Müller GmbH & Co. KGquoted72,480 EUR49dFCA95
    Show winning quote line items
    [
      {
        "line_no": 1,
        "sku": "GEMÜ 654 DN50",
        "description": "GEMÜ 654 DN50 PVC-U/EPDM, pneumatisch NC",
        "quantity": 16,
        "unit": "Stk",
        "unit_price": 1180,
        "total": 18880,
        "notes": null
      },
      {
        "line_no": 2,
        "sku": "GEMÜ 654 DN80",
        "description": "GEMÜ 654 DN80 PVC-U/EPDM, pneumatisch NC",
        "quantity": 8,
        "unit": "Stk",
        "unit_price": 1640,
        "total": 13120,
        "notes": null
      },
      {
        "line_no": 3,
        "sku": "GEMÜ 654 DN80",
        "description": "GEMÜ 654 DN80 PVC-U/EPDM, pneumatisch NC",
        "quantity": 8,
        "unit": "Stk",
        "unit_price": 1640,
        "total": 13120,
        "notes": "Konsolidierung auf 1 Ventil pro Tank mit DN125 möglich (siehe Alternative Pos 4)"
      },
      {
        "line_no": 4,
        "sku": "GEMÜ 654 DN125",
        "description": "GEMÜ 654 DN125 PVC-U/EPDM, pneumatisch NC",
        "quantity": 8,
        "unit": "Stk",
        "unit_price": 3420,
        "total": 27360,
        "notes": null
      }
    ]
  8. 8

    BC quote already drafted

    Steps 10 + 20

    Quote Q-2026-00003 · 4 line(s) · 72480.0 EUR · status=draft

    ok
    Quote#: Q-2026-00003
    Currency: EUR
    Status: draft
    Total ex VAT: 72,480 EUR
  9. 9

    Write quote number back to M-Files

    Step 11

    Wrote Q-2026-00003 to .tmp/jscock_mfiles/JT122083/quote_no.txt

    ok
    Wrote Q-2026-00003 to .tmp/jscock_mfiles/JT122083/quote_no.txt. The DMS now has a back-reference from the inquiry document to the BC quote.
  10. 10

    Human approval (sales engineer)

    Step 21

    In production this becomes a real review UI in Week 2-3. Demo: approve / edit / reject from the page.

    pending

Process map: see how this aligns with JS Cock’s diagram →