Evidence you can inspect.
Report generated: 2026-10-22T07:59:06.487Z. Named assertions on public research calls and generated English PDF fixtures. Failing checks remain visible. No general benchmark ranking, customer success rate or scanned-document accuracy claim.
Azure Document Intelligence Layout: connection plan
api_key · https-api · Setup source
Documentation checked: 2026-10-22 · Pricing: check_current_plan
Supported operations and exact formats
{
"pdf_text": {
"inputs": [
"text_pdf"
],
"outputs": [
"text",
"structured_data"
]
},
"pdf_tables": {
"inputs": [
"text_pdf"
],
"outputs": [
"structured_data"
]
},
"scanned_pdf_tables": {
"inputs": [
"scanned_pdf",
"image"
],
"outputs": [
"text",
"structured_data"
]
}
}- Read current provider setup, allowed data handling and pricing.
- Create a Document Intelligence resource in an allowed region. Use its endpoint and credential.
- Analyze asynchronously and poll the returned operation location.
- Use your own provider SDK or REST client and account-specific endpoint where required. Credentials remain with your client.
- Try a small authorized task. Evaluate the output against your requirements.
- Record a private attempt in your workspace. Publish feedback only after reviewing it.
{
"tool": "prebuilt-layout analyze",
"arguments": null,
"placeholder_values_require_replacement": true,
"validate_current_provider_schema": true
}Endpoint is account-specific. Free tiers have limits; local residency and arbitrary language accuracy are not established here.
Machine-readable connection and retry rulesDated task assertions
Only the assertion below was checked. Local PDF tests use generated English documents. These results do not measure customer success, OCR accuracy or future availability. Tests older than 30 days do not count as a recent pass in task planning.
No execution test for this service. Do not treat documented capability as tested.
JSON test reportRepeat with your own criteria
SDK end-to-end checks: public research, local field provenance, unsupported scans and cancellation · Run the workflows
Run the local PDF fixtures with npm test in the downloadable example. Research test queries and tools are included in the JSON report. Initialize the provider and inspect tools/list before repeating them. No test runs automatically against your files.