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

JT123646 · Hoseth Technology 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/JT123646/inquiry.eml

    ok
    From: adrian.holsen@hoseth.com
    Subject: Forespørsel Aquasensors
    Body: 1610 chars
    Attachments: Outlook-farvfs2t.png, Outlook-ismbi4f5.png, image742354.gif, image010600.png, image002.png, image003.gif, image004.png, image005.png, image455774.gif, image148038.png
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    1 item(s) detected · language=mixed · intent=new_inquiry

    ok
    Mixednew inquiry1 item(s)
    Show extracted JSON
    {
      "language": "mixed",
      "intent": "new_inquiry",
      "customer": {
        "company": "Hoseth Technology AS",
        "contact_name": "Adrian Holsen",
        "contact_email": "adrian.holsen@hoseth.com",
        "phone": "+47 94898840",
        "vat_number": null,
        "address": "Dalegata 135, 6518 Kristiansund"
      },
      "items": [
        {
          "line_no": 1,
          "quantity": 2,
          "unit": "stk",
          "product_reference": "Thermo Fisher ASAPTORO (Aquasensor)",
          "manufacturer": "Thermo Fisher",
          "manufacturer_part_no": "ASAPTORO",
          "cross_ref_to": null,
          "specs": {
            "dimension": null,
            "pressure_rating": null,
            "material_body": null,
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": null,
            "other": []
          },
          "missing_fields": [
            "dimension",
            "pressure_rating",
            "material_body",
            "material_seal",
            "actuation",
            "voltage",
            "torque_or_flow",
            "temperature",
            "thread_or_connection"
          ]
        }
      ],
      "application_context": null,
      "attachments_referenced": [],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": null
      },
      "completeness": "partial",
      "missing": [
        "delivery_location",
        "delivery_deadline",
        "product_specifications",
        "confirmation_that_J.S.Cock_carries_Thermo_Fisher_products"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: delivery_location, delivery_deadline, product_specifications, confirmation_that_J.S.Cock_carries_Thermo_Fisher_products

    ok
    partial
    • delivery_location
    • delivery_deadline
    • product_specifications
    • confirmation_that_J.S.Cock_carries_Thermo_Fisher_products
    Rule trace (deterministic)
    Verdict: complete · all items quotable directly
    • item 1: ✓ quotablemanufacturer part-no or cross-ref present (catalog-resolvable)
  4. 4

    AI drafts follow-up email to customer

    Step 04

    Drafted in mixed, awaiting human approval.

    ok
  5. 5

    Customer created in Business Central

    Steps 08 + 09

    New BC# C-20052 — Hoseth Technology AS

    ok
    BC#: C-20052
    Company: Hoseth Technology AS
    Email: adrian.holsen@hoseth.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/JT123646).

    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 →