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

JT900002 · North Sea Engineering Ltd

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.

8 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT900002/inquiry.eml

    ok
    From: procurement@northseaeng.co.uk
    Subject: RFQ - replacement check valves for hydraulic test rig (urgent)
    Body: 876 chars
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    2 item(s) detected · language=en · intent=application_advice

    ok
    Englishapplication advice2 item(s)
    Show extracted JSON
    {
      "language": "en",
      "intent": "application_advice",
      "customer": {
        "company": "North Sea Engineering Ltd",
        "contact_name": "Mark Sutherland",
        "contact_email": "mark.sutherland@northseaeng.co.uk",
        "phone": "+44 1224 663 401",
        "vat_number": null,
        "address": "Aberdeen"
      },
      "items": [
        {
          "line_no": 1,
          "quantity": 6,
          "unit": "EA",
          "product_reference": "Non-return check valve, 2\" BSP threaded, brass body, ~25 bar working, ceramic-on-PTFE seat, spring-loaded vertical mount, Cv >= 35",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "2\"",
            "pressure_rating": "25 bar",
            "material_body": "brass",
            "material_seal": "ceramic-on-PTFE",
            "actuation": null,
            "voltage": null,
            "torque_or_flow": "Cv >= 35",
            "temperature": null,
            "thread_or_connection": "BSP",
            "other": [
              {
                "key": "mount_orientation",
                "value": "vertical"
              },
              {
                "key": "spring_loaded",
                "value": "true"
              }
            ]
          },
          "missing_fields": []
        },
        {
          "line_no": 2,
          "quantity": 2,
          "unit": "EA",
          "product_reference": "Non-return check valve, DN80 flanged, cast steel body, PN16 minimum",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN80",
            "pressure_rating": "PN16",
            "material_body": "cast steel",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "flanged",
            "other": []
          },
          "missing_fields": []
        }
      ],
      "application_context": "Replacement for hydraulic test rig in Aberdeen; original spec sheet from 2008 with worn markings. Equivalent product line acceptable.",
      "attachments_referenced": [],
      "delivery": {
        "location": "Aberdeen",
        "deadline": "week 22",
        "incoterms": "DDP"
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "Following phone call last week."
      },
      "completeness": "complete",
      "missing": []
    }
  3. 3

    Completeness verdict: complete

    Step 03

    All quotable

    ok
    complete
    Rule trace (deterministic)
    Verdict: complete · all items quotable directly
    • item 1: ✓ quotablequotable (sizing + 4 disambiguating specs)
    • item 2: ✓ quotablequotable (sizing + 3 disambiguating specs)
  4. 4

    Customer found in Business Central

    Steps 08 + 09

    BC# C-20011 — North Sea Engineering Ltd

    ok
    BC#: C-20011
    Company: North Sea Engineering Ltd
    Email: mark.sutherland@northseaeng.co.uk
  5. 5

    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/JT900002).

    ok
  6. 6

    Score supplier quotes

    Steps 16 + 17

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

    skip
  7. 7

    Draft quote in Business Central

    Steps 10 + 20

    Waiting for the supplier quote to land before drafting.

    skip
  8. 8

    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 →