Drawing Intelligence Demo

{
  "tool": "mcp.crm.createOpportunity",
  "dryRun": true,
  "customer": {
    "accountName": "Synthetic manufacturing prospect",
    "sector": "Window manufacturing and process improvement",
    "contactRole": "Operations Director"
  },
  "opportunity": {
    "name": "Northgate House window refurbishment extraction",
    "stage": "Qualified technical review",
    "sourcePackId": "PACK-NORTHGATE-001",
    "expectedValueBand": "Synthetic: GBP 75k-125k",
    "positioning": "Evidence-backed starting point for estimators and surveyors, not an automated manufacturing release."
  },
  "extractedItems": [
    {
      "itemId": "W-101",
      "location": "Reception south elevation",
      "widthMm": 1250,
      "heightMm": 1500,
      "quantity": 2,
      "material": "Thermally broken aluminium",
      "glazingType": "Low-e double glazed",
      "rating": "Standard thermal",
      "confidence": 94,
      "sourceReference": "DRW-A101 p1 mark W-101 + SCH-WD-220 row 1"
    },
    {
      "itemId": "W-102",
      "location": "First-floor office run",
      "widthMm": 1200,
      "heightMm": 1500,
      "quantity": 4,
      "material": "Thermally broken aluminium",
      "glazingType": "Low-e double glazed",
      "rating": "Standard thermal",
      "confidence": 91,
      "sourceReference": "DRW-A101 p1 repeated office bay + SCH-WD-220 row 2"
    },
    {
      "itemId": "W-103",
      "location": "Stair core",
      "widthMm": 900,
      "heightMm": 2100,
      "quantity": 1,
      "material": "Thermally broken aluminium",
      "glazingType": "Acoustic laminated",
      "rating": "Rw 40 dB acoustic",
      "confidence": 87,
      "sourceReference": "DRW-A101 p2 callout C3 + SPEC-GLZ-014 acoustic clause"
    },
    {
      "itemId": "W-104",
      "location": "Meeting room south elevation",
      "widthMm": null,
      "heightMm": 1500,
      "quantity": 2,
      "material": "Thermally broken aluminium",
      "glazingType": "Low-e double glazed",
      "rating": "Standard thermal",
      "confidence": 68,
      "sourceReference": "SCH-WD-220 row 4 + CLAR-007 survey note"
    },
    {
      "itemId": "D-201",
      "location": "Rear escape route",
      "widthMm": null,
      "heightMm": 2100,
      "quantity": 1,
      "material": "Insulated aluminium",
      "glazingType": "Vision panel to door system",
      "rating": "FD30S",
      "confidence": 62,
      "sourceReference": "DRW-A101 p2 note F1 + SPEC-GLZ-014 fire-door clause"
    }
  ],
  "productSuggestions": [
    {
      "itemId": "W-101",
      "sku": "GEN-ALU-45",
      "productName": "Alu 45 Thermal Window",
      "confidence": 90,
      "exclusions": [
        "Acoustic system excluded because no Rw 40 dB requirement is present."
      ]
    },
    {
      "itemId": "W-102",
      "sku": "GEN-ALU-45",
      "productName": "Alu 45 Thermal Window",
      "confidence": 88,
      "exclusions": [
        "Door and acoustic products excluded by item type and rating."
      ]
    },
    {
      "itemId": "W-103",
      "sku": "GEN-ACOU-60",
      "productName": "Acoustic 60 Fixed Light",
      "confidence": 85,
      "exclusions": [
        "Alu 45 excluded because it does not support the acoustic rating."
      ]
    },
    {
      "itemId": "W-104",
      "sku": "GEN-ALU-45",
      "productName": "Alu 45 Thermal Window",
      "confidence": 64,
      "exclusions": [
        "Manufacturing release blocked until W-104 width is confirmed."
      ]
    },
    {
      "itemId": "D-201",
      "sku": "GEN-FD30-DOOR",
      "productName": "FD30S Aluminium Escape Door",
      "confidence": 60,
      "exclusions": [
        "Final order cannot proceed until clear structural opening width and threshold detail are confirmed."
      ]
    }
  ],
  "assumptions": [
    {
      "itemId": "W-104",
      "field": "Width",
      "status": "Needs confirmation",
      "proposedValue": "Not populated",
      "reason": "The drawing shows the opening but the dimension string is obscured. The schedule says width by site survey.",
      "confidence": 41
    },
    {
      "itemId": "W-104",
      "field": "Glazing type",
      "status": "Inferred",
      "proposedValue": "Low-e double glazed",
      "reason": "The schedule says glazing to match office, and W-102 office units are low-e double glazed. This should remain visible as an assumption.",
      "confidence": 72
    },
    {
      "itemId": "D-201",
      "field": "Door width",
      "status": "Needs confirmation",
      "proposedValue": "Not populated",
      "reason": "The fire-door height and rating are present, but no clear structural opening width appears in the drawing or schedule.",
      "confidence": 38
    }
  ],
  "confidenceNotes": [
    "High-confidence extracted values are source-backed by drawing and schedule evidence.",
    "W-104 glazing is inferred from the office match note and must remain visible as an assumption.",
    "W-104 width and D-201 width require survey confirmation before quote freeze or manufacture."
  ],
  "followUpTasks": [
    {
      "ownerRole": "Surveyor",
      "task": "Confirm W-104 reveal width during second survey."
    },
    {
      "ownerRole": "Technical estimator",
      "task": "Confirm D-201 structural opening width and threshold detail."
    }
  ]
}