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

JT123367 · TESS Sør 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/JT123367/inquiry.eml

    ok
    From: gretakarin.karlsen@tess.no
    Subject: Forespørsel
    Body: 1184 chars
    Attachments: Part Number.odt, Outlook-yqxehk5k.png
    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": "TESS Sør AS",
        "contact_name": "Karlsen, Greta Karin",
        "contact_email": "GretaKarin.Karlsen@tess.no",
        "phone": "+47 48 84 40 81",
        "vat_number": null,
        "address": "Horten / Holmestrand, Norway"
      },
      "items": [],
      "application_context": null,
      "attachments_referenced": [],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "Greta (TESS customer advisor) forwarding on behalf of unnamed customer. References lines marked yellow where Cashco is preferred supplier, but item list not included in email body."
      },
      "completeness": "unusable",
      "missing": [
        "product item list",
        "actual end customer identity",
        "product specifications",
        "quantities",
        "delivery location and deadline"
      ]
    }
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: product item list, actual end customer identity, product specifications, quantities, delivery location and deadline

    ok
    unusable
    • product item list
    • actual end customer identity
    • product specifications
    • quantities
    • delivery location and deadline
    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 →