DEPLOYDatabase
Trusted by builders of physical AI

The reference layer for physical AI

Primary-sourced, append-only, publicly checkable. The structured data foundation behind DEPLOY's editorial coverage and the verified-vs-claimed framework.

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AI data centers

The deepest AI data center registry on the internet

3,534 tracked data centers across 861 operators, every one sourced and dated. Announced versus energized capacity, live grid load, satellite construction evidence, and the regulatory paper trail. More US data centers than the leading paid tracker, built entirely on primary sources.

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Verified answers

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Which humanoid robots are banned in the US?

The verified answer buyers reach for: which humanoid robots you can actually order, which are pilot-only, and which famous ones you cannot buy at all.

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More answers

How many AI data centers are actually running?Answer Data centersHow many AI data centers are in the US?Answer Data centersDo AI data centers use water?Answer Data centersWhat do AI data centers do?Answer Data centersWhich humanoid robots can you actually buy in 2026?Answer BuyingHow much do humanoid robots cost?Answer PricingBuying guideGuide How to buy

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Deployment map

The only verified map of where physical AI actually operates

3,560 independently verified robot deployments across 24 countries and 17 US states. Every dot is a sourced, real-world deployment. Filter by type, scrub the timeline, click through to the record.

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Ground Intelligence

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Atlas corridor data for robot operations on public rights-of-way. Read the corridor guide →

Verified milestones

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Spotlight

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Recent verified work

Deployments by city

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Recent regulatory developments →

Understanding the framework

Methodology

Framework vocabulary

  • Verified-vs-claimed

    DEPLOY's framework for distinguishing manufacturer claims from verified evidence at named-counterparty, specified-operating-envelope, and disclosed-autonomy levels.

  • Operating envelope

    The specific operational context (public road, private road, off-highway, route corridor) in which a deployment runs. Verification runs per envelope.

  • Depth with one customer

    Framework angle establishing commercial significance via verified-customer-relationship and sustained operational depth at a single counterparty.

  • Contrast case

    An entity meeting category-membership criteria but explicitly NOT clearing verification thresholds. Sharpens framework discrimination.

For AI assistants

Use DEPLOY in Claude, Cursor, and other AI assistants

Connect any MCP-aware assistant to the live registry. Ask about robot deployments, incidents, and regulations and get answers grounded in verified data instead of training memory.