contract-analyzer

Contract analysis

Use process_document in core, metier-docs, or admin. Check mistral://capabilities for the current endpoint and tool availability.

Process the source

Prefer supplied contract text or Markdown:

{
  "source": { "type": "text", "text": "<contract text or Markdown>" },
  "kind": "contract",
  "options": { "cache": "bypass" }
}

For a PDF or image requiring OCR, replace source with { "type": "url", "url": "https://example.com/contract.pdf" } or { "type": "file_id", "fileId": "<existing Mistral file ID>" }.

For local files, use an available converter to obtain text, or upload document bytes with files_upload in admin: filename, content_base64, purpose: "ocr". Its structuredContent.id becomes source.fileId. Do not pass a filesystem path as a URL. If these routes are unavailable, request text or a provider-accessible source.

Text skips OCR and uploads, but contract extraction still sends text to the configured chat endpoint. OCR is optional and depends on account access and quota; no free-processing guarantee applies. The tool uses the configured chat default and has no model argument. Cache bypass affects the local extraction cache only; it does not establish provider retention or data residency.

Review the extraction

Check isError before consuming structuredContent. The contract payload contains:

• parties[]: name and optional nullable role.
• clauses[]: heading, text, and optional nullable risk (low, medium, or high).
• risk_score: a nullable number from 0 to 1.
• key_dates[]: label and iso.
• summary: nullable text.
• ocr_text, extraction_source, ocr_confidence, and page_count for provenance. The last two are null for supplied text.

Present the summary, parties, dates, and clauses with their returned risk labels. Put high-risk clauses first, then medium, low, and unassessed clauses. Ground each concern in the clause text and the user's context. Treat risk_score as a model assessment, not a calibrated legal probability. Do not add a critical level, invented missing-protection fields, or categorical rules about enforceability.