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

JT123610

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/JT123610/inquiry.eml

    ok
    From: pkobrzak@noblecorp.com
    Subject: Request for Order Quotation - 114888 Site S103
    Body: 649 chars
    Attachments: Request for Order Quotation_114888.pdf, image031510.gif, image125015.png
    Show full email body
  2. 2

    AI extracts structured JSON

    Step 02

    0 item(s) detected · language=en · intent=new_inquiry

    ok
    Englishnew inquiry0 item(s)
    Show extracted JSON
    {
      "language": "en",
      "intent": "new_inquiry",
      "customer": {
        "company": null,
        "contact_name": "Piotr Kobrzak",
        "contact_email": "PKOBRZAK@NOBLECORP.COM",
        "phone": null,
        "vat_number": null,
        "address": null
      },
      "items": [],
      "application_context": null,
      "attachments_referenced": [
        "Request for Order Quotation No. 114888"
      ],
      "delivery": {
        "location": null,
        "deadline": null,
        "incoterms": null
      },
      "previous_reference": {
        "is_update_of": null,
        "notes": "Customer RFQ No. 114888, Site S103"
      },
      "completeness": "partial",
      "missing": [
        "Specific product items and quantities",
        "Delivery location",
        "Delivery deadline date",
        "Company name",
        "Phone number",
        "Address"
      ]
    }
  3. 3

    Completeness verdict: partial

    Step 03

    Missing: Specific product items and quantities, Delivery location, Delivery deadline date, Company name, Phone number, Address

    ok
    partial
    • Specific product items and quantities
    • Delivery location
    • Delivery deadline date
    • Company name
    • Phone number
    • Address
    Rule trace (deterministic)
    Verdict: unusable · no items extracted
  4. 4

    AI drafts follow-up email to customer

    Step 04

    Drafted in en, awaiting human approval.

    ok
  5. 5

    Customer creation deferred

    Steps 08 + 09

    Customer company name not extracted — needs human review.

    skip
  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/JT123610).

    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 →