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

JT123335 · Rana Gruber

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.

4 stages
  1. 1

    Email arrives in M-Files inbox

    Step 01

    Inquiry stored at .tmp/jscock_mfiles/JT123335/inquiry.eml

    ok
    From: paul.olsen@ranagruber.no
    Subject: VS: Prisforespørsel på fabrikkering og montering av pumpeanlegg
    Body: 91 chars
    Attachments: Tilbudsforespørsel flompumper SP 2.pdf, 100-200-012-029.pdf, 100-200-012-053.pdf, 100-200-012-057.pdf, 100-200-012-058.pdf, 100-200-012-059.pdf, 100-200-012-060.pdf, 100-200-012-075.pdf, 100-200-012-076.pdf, 100-200-012-077.pdf, 100-200-012-078.pdf, 100-200-012-080.pdf, 100-200-012-305.pdf, 100-200-012-310.pdf, 100-200-012-316.pdf, 100-200-012-319.pdf, 100-200-012-322.pdf, 100-200-012-324.pdf, 100-200-012-326.pdf, 100-200-012-328.pdf, 100-200-012-333.pdf, 100-200-012-500.pdf, 100-200-012-501.pdf, 100-200-012-502.pdf, Komplett_Prosjekt_BOM_20tegninger_versjon 1.xlsx, image002.png, b67a2518f545464b95ed188675bee8e8.jpg, image294588.gif, image928478.png
  2. 2

    AI extracts structured JSON

    Step 02

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

    ok
    Norwegiannew inquiry0 item(s)
    Show extracted JSON
    {
  "language": "no",
  "intent": "new_inquiry",
  "customer": {
    "company": "Rana Gruber",
    "contact_name": "Paul Olsen",
    "contact_email": "paul.olsen@ranagruber.no",
    "phone": null,
    "vat_number": null,
    "address": null
  },
  "items": [],
  "application_context": null,
  "attachments_referenced": [],
  "delivery": {
    "location": null,
    "deadline": null,
    "incoterms": null
  },
  "previous_reference": {
    "is_update_of": null,
    "notes": null
  },
  "completeness": "unusable",
  "missing": [
    "email body content",
    "product specifications",
    "quantities",
    "materials/seals",
    "delivery location",
    "delivery deadline"
  ]
}
  3. 3

    Completeness verdict: unusable

    Step 03

    Missing: email body content, product specifications, quantities, materials/seals, delivery location, delivery deadline

    ok
    unusable
    • email body content
    • product specifications
    • quantities
    • materials/seals
    • delivery location
    • delivery deadline
    Rule trace (deterministic)
    Verdict: unusable · no items extracted
  4. 4

    Route to human

    Step 04

    Inquiry too sparse — sales engineer should handle manually.

    skip

Process map: see how this aligns with JS Cock’s diagram →