Operational EvidenceLive

Turn text and image evidence into structured operational reports.

Operational work can arrive as fragmented notes and image references. Operational Evidence organizes submitted text and images into a structured report that teams can review, route, and use as operational context.

Transformation

From input to structured output.

Input

Text + images

The Wo

Interpret · structure · prepare for review

Output

Structured operational report

Use cases

Common use cases

API preview

A representative request and response

POST /v1/evidence/reports

Request
{
  "context": "property_maintenance",
  "language": "en",
  "evidence": {
    "text": "Water is collecting under the bathroom sink and the cabinet base is wet.",
    "images": [
      {
        "url": "https://example.com/evidence/bathroom-sink-leak.jpg"
      }
    ]
  }
}
Response
{
  "id": "report_01JXYZ123ABC",
  "status": "completed",
  "createdAt": "2026-10-03T18:30:00.000Z",
  "result": {
    "title": "Water accumulation below bathroom sink",
    "description": "The submitted text describes water below the bathroom sink and a wet cabinet base.",
    "category": "plumbing",
    "priority": "high",
    "suggestedNextStep": "Have a qualified team review the sink area and determine whether inspection or maintenance is needed.",
    "tags": [
      "water",
      "bathroom",
      "sink"
    ],
    "riskFlags": [
      "water_damage"
    ],
    "confidence": 0.92
  },
  "usage": {
    "operation": "evidence_report",
    "units": 1
  }
}

Pricing

Public plan

Starter

$29 USD / month

  • Includes 100 Evidence Reports per month

Pricing is shown only when an active public plan is returned by the catalog.

Technical highlights

Built for clear API workflows

  • API-key authentication
  • Optional Idempotency-Key for safe retries
  • Entitlement validation
  • Monthly quota validation
  • Technical rate limiting
  • Secure remote-image retrieval when images are supplied
  • Structured synchronous Evidence Report result
  • Authenticated current-usage endpoint: GET /v1/usage/current

Limitations

What to know before integrating

  • Requires a valid API key.
  • Requires current product entitlement for billable execution.
  • Requests are subject to technical rate limiting and the customer's current commercial quota.
  • Remote image evidence must use an absolute HTTP or HTTPS URL.
  • Evidence must contain nonblank text or at least one image.
  • The current create-report operation completes synchronously.
  • Generated fields, including confidence, are evidence-derived interpretations, not guaranteed diagnoses or factual determinations.
  • Confidence is a model signal about its generated report, not a probability that the report is factually correct.
  • Priority and suggested next steps are recommendations, not autonomous or mandatory decisions. Customers remain responsible for reviewing outputs and deciding how to use them in their workflows.

Documentation

Ready to integrate?