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

JT121157 · 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.

4 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT121157/inquiry.eml

    ok
    From: Hanne Buan
    Subject: Skalavik - Forespørsel B - Fry
    Body: 912 chars
    Attachments: image001.png, image200796.gif, 2018 Skalavik Valve List - Fry 2 B 12.09.25.xlsx
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    0 item(s) detected · language=no · intent=cross_reference

    ok
    Norwegiancross reference0 item(s)
    Show extracted JSON
    {
      "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)"
      ]
    }
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: item details (in attached xlsx, not in email body)

    ok
    unusable
    • item details (in attached xlsx, not in email body)
    Rule trace (deterministic)
    Verdict: unusable · no items extracted
  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 →