ai vendor data trust index

AI Vendor Data-Trust Index

A source-cited record of how AI products handle your data — whether the vendor trains on your inputs, whether zero data retention is available, and whether you can opt out — across 11 products (OpenAI, Anthropic, Google Vertex & Gemini, Azure OpenAI, AWS Bedrock, Microsoft 365 Copilot, GitHub Copilot, Mistral, Meta Llama). Every value carries a verbatim quote from the vendor's live policy, a source URL, a confidence level, and the date it was checked. Ambiguous cases are marked unclear rather than guessed. An automated verifier re-checks the policies weekly and only publishes a value when a verbatim quote supports it — otherwise it holds the last human-verified value.

• Live index (human view): https://data.oscar-lopez.com/ai-trust
• Free comparison API: GET https://trust.oscar-lopez.com/v1/ai-trust/matrix
• Cite as: López, O. E. (2026). AI Vendor Data-Trust Index. https://data.oscar-lopez.com/ai-trust

For AI agents (MCP)

This is a remote MCP server (streamable-http). Add it to your MCP client:

{
  "mcpServers": {
    "ai-vendor-data-trust": {
      "type": "streamable-http",
      "url": "https://trust.oscar-lopez.com/mcp"
    }
  }
}

Tools: get_ai_vendor_trust_headline (free — verdict + cited fields for one vendor), get_ai_vendor_trust_compare (free — one field across all vendors), get_ai_vendor_trust (paid, x402 — full cited record). Vendor IDs: openai-api, openai-consumer, anthropic-api, google-vertex, google-gemini-consumer, microsoft-copilot, azure-openai, aws-bedrock, mistral-api, meta-llama, github-copilot.

Endpoints

Free (CORS-enabled):

• GET /v1/ai-trust/headline?vendor=openai-api — verdict + 3 cited headline fields
• GET /v1/ai-trust/compare?field=trains_on_your_data — one field across all vendors

Paid (mock x402 — 402 challenge → echo {resource,nonce,mac} in X-PAYMENT):

• GET /v1/ai-trust/vendor?vendor=openai-api — full cited record
• GET /v1/ai-trust/all — bulk export

Other: POST /mcp (JSON-RPC: 2 free tools + 1 paid), GET /openapi.json, GET /.well-known/x402, GET /admin/config?key=<STATS_TOKEN> (config lever).

Deploy

cd ai-trust-index
npm install
npm run db:create                 # → paste the returned database_id into wrangler.jsonc
npm run schema:remote             # create tables (drops existing)
npm run seed:remote               # load the 6-vendor provisional seed
npx wrangler deploy --dry-run --outdir dist   # verify build (no auth)
npm run deploy                    # deploy the Worker
# In Cloudflare: add custom domain trust.oscar-lopez.com to this Worker.
# Set real secrets before public use:
npx wrangler secret put MOCK_PAYMENT_SECRET
npx wrangler secret put STATS_TOKEN

Verifier (v1) — automated weekly re-check

Pipeline in src/verifier.ts: fetch each vendor's pinned policy URLs → content-hash diff (skip if unchanged) → model extraction of {value, quote} (Workers AI by default; frontier via AI Gateway if configured) → verbatim quote-verification (the candidate quote must be a literal substring of the fetched source, else rejected) → confidence gate. Only a quote-verified DEFINITE value auto-publishes (verified_by='auto'); anything else is queued in review_queue and the last good published value is held (never auto-downgraded to unclear). A failed fetch holds the last good value and flags the URL. Runs weekly via cron (0 12 * * 1) and on demand.

Admin endpoints (key-gated by STATS_TOKEN):

• GET /admin/verify?key=…[&force=1][&vendor=ID] — run the verifier now
• GET /admin/review?key=… — list open review-queue candidates
• GET /admin/review-resolve?key=…&id=N&action=approve|reject — approve (publishes as human) or reject
• GET /admin/verify-selftest?key=… — proves the quote gate rejects a fabricated quote / accepts a verbatim one

Extractor: defaults to Workers AI (EXTRACTOR_MODEL, needs no external key). To use a frontier model, set AI_GATEWAY_URL + AI_GATEWAY_TOKEN (secret) and point EXTRACTOR_MODEL at the provider model.

Not yet built

The /ai-trust site page's changelog view, real x402 settlement, breadth expansion into new vendors (free tier) and the depth/channel schema (paid tier). See ../AI-Trust-Index_v1-Spec_Verifier-and-Depth.md.