For Robotics

Take your system beyond controlled environments.

Simulation and lab benchmarks describe capability. Reality describes readiness. RealForge gives robotics and Physical AI teams structured access to environments they could not otherwise reach.

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Access and validation

01
Define the scenario
Describe the physical conditions your system needs to meet and the behaviour you need to observe.
02
Match the environment
We identify facilities in the network whose real operating conditions correspond to that scenario.
03
Operate and observe
Your system runs under authentic conditions while observation is captured in a consistent structure.
04
Compare across reality
Results are read across sites, regions and conditions rather than against a single controlled baseline.

Why it matters

A system is only as good as the conditions it has survived.

Controlled environments reward consistency. Real facilities reward recovery — from variance, from interruption, from the ordinary disorder of a working shift.

What you receive

Deployment-relevant evidence, not a leaderboard.

Structured observations from every run, described the same way across every site, so performance patterns can be read at scenario level and across environments.

We do not publish comparative rankings of the systems in the network, and we do not manufacture figures to fill a chart.

What you can reach

1,000+

Industrial Facilities

10,000+

Real-World Scenarios

50+

Industry Categories

Global

Multi-Region Coverage

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