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

JT123178 · H.L. Skjøng

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.

4 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT123178/inquiry.eml

    ok
    From: erik.k@hlskjong.no
    Subject: Forespørsel magnetventil
    Body: 2786 chars
    Attachments: image002.png, image003.png, image004.png, image005.png, image006.png, image007.gif, image008.png, image659357.gif
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    1 item(s) detected · language=mixed · intent=new_inquiry

    ok
    Mixednew inquiry1 item(s)
    Show extracted JSON
    {
      "language": "mixed",
      "intent": "new_inquiry",
      "customer": {
        "company": "H.L. Skjøng",
        "contact_name": "Erik Lund Kråkenes",
        "contact_email": "erik.k@hlskjong.no",
        "phone": "+47 966 01 101",
        "vat_number": null,
        "address": "Breivika Industriveg 48, 6018 Ålesund, Norway"
      },
      "items": [
        {
          "line_no": 1,
          "quantity": null,
          "unit": null,
          "product_reference": "magnetventil (solenoid 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",
            "manufacturer",
            "manufacturer_part_no",
            "dimension",
            "pressure_rating",
            "material_body",
            "material_seal",
            "voltage"
          ]
        }
      ],
      "application_context": null,
      "attachments_referenced": [],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "References potential replacement for previously problematic component; original product/quote not identified"
      },
      "completeness": "unusable",
      "missing": [
        "specific_product_details",
        "quantity",
        "delivery_location",
        "delivery_deadline"
      ]
    }
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: specific_product_details, quantity, delivery_location, delivery_deadline

    ok
    unusable
    • specific_product_details
    • quantity
    • delivery_location
    • delivery_deadline
    Rule trace (deterministic)
    Verdict: partial · 1 of 1 items need clarification
    • item 1: × needs follow-upno quantity
  4. 4

    Route to human

    Step 04

    Inquiry too sparse — sales engineer should handle manually.

    skip

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