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

JT124050 · VVS Installasjon 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/JT124050/inquiry.eml

    ok
    From: eirik@vvsinstallasjon.no
    Subject: 1776 Prosess vaskeanlegg
    Body: 912 chars
    Attachments: image001.png, image405197.gif
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

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

    ok
    Norwegiannew inquiry5 item(s)
    Show extracted JSON
    {
      "language": "no",
      "intent": "new_inquiry",
      "customer": {
        "company": "VVS Installasjon as",
        "contact_name": "Eirik Arntsen",
        "contact_email": "eirik@vvsinstallasjon.no",
        "phone": "+4799153279",
        "vat_number": null,
        "address": null
      },
      "items": [
        {
          "line_no": 1,
          "quantity": 120,
          "unit": "stk",
          "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN15",
            "pressure_rating": "PN25 (25 bar)",
            "material_body": "syrefast (acid-resistant stainless steel)",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "Gjenger (threaded)",
            "other": []
          },
          "missing_fields": [
            "valve_type",
            "material_seal",
            "temperature_rating"
          ]
        },
        {
          "line_no": 2,
          "quantity": 65,
          "unit": "stk",
          "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN25",
            "pressure_rating": "PN25 (25 bar)",
            "material_body": "syrefast (acid-resistant stainless steel)",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "Gjenger (threaded)",
            "other": []
          },
          "missing_fields": [
            "valve_type",
            "material_seal",
            "temperature_rating"
          ]
        },
        {
          "line_no": 3,
          "quantity": 16,
          "unit": "stk",
          "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN32",
            "pressure_rating": "PN25 (25 bar)",
            "material_body": "syrefast (acid-resistant stainless steel)",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "Gjenger (threaded)",
            "other": []
          },
          "missing_fields": [
            "valve_type",
            "material_seal",
            "temperature_rating"
          ]
        },
        {
          "line_no": 4,
          "quantity": 20,
          "unit": "stk",
          "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN50",
            "pressure_rating": "PN25 (25 bar)",
            "material_body": "syrefast (acid-resistant stainless steel)",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "Gjenger (threaded)",
            "other": []
          },
          "missing_fields": [
            "valve_type",
            "material_seal",
            "temperature_rating"
          ]
        },
        {
          "line_no": 5,
          "quantity": 18,
          "unit": "stk",
          "product_reference": "ventiler (valves) - syrefast utførelse (acid-resistant execution)",
          "manufacturer": null,
          "manufacturer_part_no": null,
          "cross_ref_to": null,
          "specs": {
            "dimension": "DN65",
            "pressure_rating": "PN25 (25 bar)",
            "material_body": "syrefast (acid-resistant stainless steel)",
            "material_seal": null,
            "actuation": null,
            "voltage": null,
            "torque_or_flow": null,
            "temperature": null,
            "thread_or_connection": "Flens (flanged)",
            "other": []
          },
          "missing_fields": [
            "valve_type",
            "material_seal",
            "temperature_rating"
          ]
        }
      ],
      "application_context": "Prosess vaskeanlegg (process washing plant) supplied by Lilleborg, used in slaughter and filleting operations. Chemicals used: Aqua Des Foam PAA for disinfection (1.5%), Aqua Foam Alkachlor for main washing lines, Aqua Biocip for additional cleaning. Total washing chemistry concentration 3.5%.",
      "attachments_referenced": [],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": null
      },
      "completeness": "partial",
      "missing": [
        "valve_type",
        "material_seal_specification",
        "temperature_rating",
        "delivery_location",
        "delivery_deadline"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: valve_type, material_seal_specification, temperature_rating, delivery_location, delivery_deadline

    ok
    partial
    • valve_type
    • material_seal_specification
    • temperature_rating
    • delivery_location
    • delivery_deadline
    Rule trace (deterministic)
    Verdict: complete · all items quotable directly
    • item 1: ✓ quotablequotable (sizing + 3 disambiguating specs)
    • item 2: ✓ quotablequotable (sizing + 3 disambiguating specs)
    • item 3: ✓ quotablequotable (sizing + 3 disambiguating specs)
    • item 4: ✓ quotablequotable (sizing + 3 disambiguating specs)
    • item 5: ✓ quotablequotable (sizing + 3 disambiguating specs)
  4. 4

    AI drafts follow-up email to customer

    Step 04

    Drafted in no, awaiting human approval.

    ok
  5. 5

    Customer created in Business Central

    Steps 08 + 09

    New BC# C-20063 — VVS Installasjon as

    ok
    BC#: C-20063
    Company: VVS Installasjon as
    Email: eirik@vvsinstallasjon.no
  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/JT124050).

    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 →