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

JT123585 · 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.

9 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT123585/inquiry.eml

    ok
    From: gm_srm_in_bids@equinor.com
    Subject: 6090416739: Forespørsel
    Body: 1446 chars
    Attachments: BIDINV6090416739.PDF, GEN CONDITIONS PURCHASE OF MATERIAL.pdf
    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": "Helena Nora Larsen",
        "contact_email": "hnl@equinor.com",
        "phone": "+4746949919",
        "vat_number": null,
        "address": null
      },
      "items": [],
      "application_context": null,
      "attachments_referenced": [
        "forespørsel 6090416739 (PDF)"
      ],
      "delivery": {
        "location": null,
        "deadline": "2026-03-09",
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": "6090416739",
        "notes": "Equinor automated bidding system"
      },
      "completeness": "partial",
      "missing": [
        "items (product specifications are in attached PDF which was not provided in this email body)",
        "application_context",
        "delivery location",
        "customer address"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: items (product specifications are in attached PDF which was not provided in this email body), application_context, delivery location, customer address

    ok
    partial
    • items (product specifications are in attached PDF which was not provided in this email body)
    • application_context
    • delivery location
    • customer address
    Rule trace (deterministic)
    Verdict: unusable · no items extracted
  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-20031 — Equinor Energy AS

    ok
    BC#: C-20031
    Company: Equinor Energy AS
    Email: kbni@equinor.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/JT123585).

    ok
  7. 7

    Score supplier quotes

    Steps 16 + 17

    No supplier replies received yet — scoring waits for at least one.

    skip
  8. 8

    Draft quote in Business Central

    Steps 10 + 20

    Waiting for the supplier quote to land before drafting.

    skip
  9. 9

    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 →