DEPLOYDatabase

Data and API

DEPLOY publishes the verified record of physical AI in machine-readable form for developers, AI agents, researchers, and journalists. The surfaces below are stable, indexable, and free to use without an account or API key. Rate limits are generous; if you need bulk access, see the contact note at the bottom.

For AI assistants

Use DEPLOY in Claude, Cursor, and other AI assistants

The DEPLOY MCP server connects any AI assistant that speaks the Model Context Protocol to the registry. Ask your assistant about robot deployments, incidents, or regulations and get answers grounded in verified data instead of training memory.

REST API endpoints

JSON, no authentication required, served from https://registry.deploy.report/v1/. The /v1/ namespace is registry-only; consumer-surface pages render the same underlying records through the registry API. Responses follow conventional REST shapes (collection at the root path, single record at /{id}). All UUIDs use the canonical entity-ID space, stable across renames.

  • /v1/entities

    List all registry entities (companies, models, deployments, incidents, regulations, locations) with their canonical IDs, types, slugs, and aliases. Use for entity resolution.

  • /v1/entities/{id}

    Get a single entity by UUID. Returns the canonical record with sources and review status.

  • /v1/entities/{id}/stats

    Lightweight depth counts for one entity: source count, signal count (pub coverage), deployment count, incident count, and most recent source date.

  • /v1/entities/{id}/deployments

    Deployments linked to this entity (as manufacturer, operator, or via a deployed model).

  • /v1/entities/{id}/sources

    All sources cited on this entity's record.

  • /v1/companies

    Full list of company entities with HQ, founding year, funding total, and status.

  • /v1/companies/{id}

    One company in full, including key facts and sources.

  • /v1/models

    Full list of robot models with form factor, manufacturer, maturity stage, and specs.

  • /v1/models/{id}

    One model in full, with versions and capabilities.

  • /v1/robots

    Full list of deployments (the registry uses /robots as the historical name for this collection). Returns model, operator, location, status, sources.

  • /v1/robots/{id}

    One deployment in full.

  • /v1/incidents

    Full list of recorded incidents (collisions, injuries, fatalities, recalls, regulatory actions, malfunctions).

  • /v1/incidents/{id}

    One incident with its sources, derived status (active / disputed / corrected / retracted), and linked entities.

  • /v1/locations

    All location records (states, metros, cities, neighborhoods, sites) with the parent-chain hierarchy.

  • /v1/locations/{id}

    One location, with sub-locations and feeds.

  • /v1/regulations

    Robot-relevant regulations: permits, operational restrictions, safety standards, data protection.

  • /v1/feeds

    Environment feeds (operator-provided live data streams).

  • /v1/webhooks

    Subscribe to entity-change events. POST with Bearer auth to register a webhook URL; on every entity flip-to-reviewed, your URL receives a signed POST with the entity URL + type. GET to list your hooks; DELETE /v1/webhooks/{id} to unregister.

Example: fetch the Tesla company record at /v1/companies/bde7c8a1-5d35-449d-93b0-2ac8e4601c16.

Client libraries

Zero-dependency starter SDKs live in the rover repo under /sdk. Both wrap the public read surface above with one function per endpoint.

  • TypeScript (Node 18+ or browser; native fetch).
  • Python (3.9+; single dep requests).

Markdown mirrors

Every entity, comparison, glossary, methodology, and category page on DEPLOY has a markdown mirror at the same URL with .md appended. Pure text, no JavaScript, no HTML chrome. The markdown mirror is the canonical agent-ingestion surface.

Mirrors exist on both DEPLOY surfaces: registry entity pages mirror at registry.deploy.report; consumer pages mirror at deploy.report.

  • registry.deploy.report/companies/figure-ai registry.deploy.report/companies/figure-ai.md
  • registry.deploy.report/verified-deployments registry.deploy.report/verified-deployments.md
  • registry.deploy.report/glossary registry.deploy.report/glossary.md
  • deploy.report/listings deploy.report/listings.md
  • deploy.report/models/1x-neo deploy.report/models/1x-neo.md
  • deploy.report/compare/1x-neo-vs-figure-03 deploy.report/compare/1x-neo-vs-figure-03.md

JSON-LD structured data

All entity, aggregation, and consumer pages embed schema.org structured data in the page head for machine consumption. Types in use: Organization (companies), Product (models), Place (locations), Article (comparison pages), ItemList (category, aggregation, consumer listings, and needs pages), FAQPage (consumer model pages), and DefinedTermSet with DefinedTerm children on the glossary. Crawlers and LLMs can extract canonical names, IDs, URLs, and relationships without parsing the visible HTML body.

RSS feeds

Standard RSS 2.0. Subscribe in any reader. Two scopes (registry-side):

  • Firehose: /feed.xml (30 most recent registry events: verified deployments, incidents, model additions, across all entities).
  • Per-entity: /companies/{slug}/feed.xml (20 most recent events scoped to one company: DEPLOY-publication signals tagged to the entity, plus registry events involving it). Examples: /companies/figure-ai/feed.xml, /companies/waymo/feed.xml.

Feed-reader autodiscovery: company detail pages declare their feed via a <link rel="alternate" type="application/rss+xml"> tag in the page head.

Bulk access

The REST endpoints listed above return full collections by default; a single GET to /v1/entities returns the entire entity index. Equivalent collection endpoints exist for /v1/companies, /v1/models, /v1/robots, /v1/incidents, /v1/locations, and /v1/regulations. A single-file bulk export (newline-delimited JSON of the full registry snapshot) is on the roadmap. Researchers needing bulk access before that ships: corrections@deploy.report.

Citation

Citation guidelines for journalists, researchers, and AI agents consuming DEPLOY are documented at /cite: ready-to-copy APA, MLA, Chicago, and BibTeX formats for the registry, the consumer surface, and individual entity, deployment, and comparison pages, with the host-specific URLs each property uses.

Verification discipline

Every record on DEPLOY has been verified against primary sources or rendered as company-claimed. See how we verify and the glossary for the strict definitions behind "deployment", "fleet", "incident", and the rest of the DEPLOY vocabulary.

Machine-readable: this page as markdown · sitemap · /llms.txt