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

JT123261 · Equinor Energy AS

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/JT123261/inquiry.eml

    ok
    From: gm_srm_in_bids@equinor.com
    Subject: 6090414565: Forespørsel
    Body: 1442 chars
    Attachments: BIDINV6090414565.PDF, GEN CONDITIONS PURCHASE OF MATERIAL.pdf, 06370.6370
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

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

    ok
    Norwegiannew inquiry0 item(s)
    Show extracted JSON
    {
      "language": "no",
      "intent": "new_inquiry",
      "customer": {
        "company": "Equinor Energy AS",
        "contact_name": "Bjørn Fenstad",
        "contact_email": "bfen@equinor.com",
        "phone": "+4795876962",
        "vat_number": null,
        "address": null
      },
      "items": [],
      "application_context": null,
      "attachments_referenced": [
        "forespørsel 6090414565 (PDF)"
      ],
      "delivery": {
        "location": null,
        "deadline": "2026-02-19",
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": "6090414565",
        "notes": "Equinor forespørselsnummer"
      },
      "completeness": "unusable",
      "missing": [
        "inquiry_details_from_pdf",
        "product_requirements",
        "quantities",
        "specifications",
        "application_context"
      ]
    }
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: inquiry_details_from_pdf, product_requirements, quantities, specifications, application_context

    ok
    unusable
    • inquiry_details_from_pdf
    • product_requirements
    • quantities
    • specifications
    • application_context
    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 →