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

JT123570 · Umoe Mandal 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/JT123570/inquiry.eml

    ok
    From: trond.abrahamsen@um.no
    Subject: Ønsker pris og leveringstid
    Body: 3702 chars
    Attachments: forespørsel.pdf, image001.jpg, image002.jpg, image945046.gif, image382028.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": "Umoe Mandal AS",
        "contact_name": "Trond Helge Abrahamsen",
        "contact_email": "tha@um.no",
        "phone": "+47 90846097",
        "vat_number": null,
        "address": "Gismerøyveien 205, N-4515 Mandal, Norway"
      },
      "items": [],
      "application_context": null,
      "attachments_referenced": [],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "Customer references line items and product list that are not present in the email body. References existing declined items and duplicate lines. Requests quote on unspecified items."
      },
      "completeness": "unusable",
      "missing": [
        "line items",
        "product specifications",
        "quantities",
        "delivery location",
        "delivery deadline",
        "application context"
      ]
    }
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: line items, product specifications, quantities, delivery location, delivery deadline, application context

    ok
    unusable
    • line items
    • product specifications
    • quantities
    • delivery location
    • delivery deadline
    • 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 →