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

JT119284 · PURESALMONTECH

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/JT119284/inquiry.eml

    ok
    From: mariann.mustvedt@puresalmontech.com
    Subject: SoJ - RFQ for Manual valves + Control valves - VOR10
    Body: 769 chars
    Attachments: image267123.gif, PSJA01_PSK_H_LS_RS_VLV01.xlsx, PSJA01_PSK_H_LS_RS_VLV02.xlsx
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    1 item(s) detected · language=no · intent=new_inquiry

    ok
    Norwegiannew inquiry1 item(s)
    Show extracted JSON
    {
      "language": "no",
      "intent": "new_inquiry",
      "customer": {
        "company": "PURESALMONTECH",
        "contact_name": "Mariann Mustvedt",
        "contact_email": "mariann.mustvedt@puresalmontech.com",
        "phone": "+47 977 71 441",
        "vat_number": null,
        "address": "Hangarveien 21, 3241 Sandefjord, Norway"
      },
      "items": [
        {
          "line_no": 1,
          "quantity": null,
          "unit": null,
          "product_reference": "Manual valves and control valves per the two attached specification documents (SoJ project, VOR10)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "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": [
              {
                "key": "project",
                "value": "SoJ — VOR10"
              },
              {
                "key": "valve_categories",
                "value": "manual valves + control valves"
              },
              {
                "key": "spec_source",
                "value": "two attached documents"
              }
            ]
          },
          "missing_fields": [
            "all spec fields — must parse the two attached documents"
          ]
        }
      ],
      "application_context": "Continuation of an ongoing project. Customer references previous terms and asks for offer per attached documents. Need-by date in Japan: October 2025.",
      "attachments_referenced": [
        "the two attached spec documents (filenames not in body)"
      ],
      "delivery": {
        "location": "Japan",
        "deadline": "2025-10-31",
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "Customer states 'Betingelser som tidligere i dette prosjektet' (terms as before in this project) — JS Cock should pull commercial terms from the prior order."
      },
      "completeness": "partial",
      "missing": [
        "item specs (in attached docs)",
        "quantities",
        "incoterms"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: item specs (in attached docs), quantities, incoterms

    ok
    partial
    • item specs (in attached docs)
    • quantities
    • incoterms
    Rule trace (deterministic)
    Verdict: partial · 1 of 1 items need clarification
    • item 1: × needs follow-upno quantity
  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-20001 — PURESALMONTECH

    ok
    BC#: C-20001
    Company: PURESALMONTECH
    Email: mariann.mustvedt@puresalmontech.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/JT119284).

    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 →