The Physical AI OS
AcuBrain is the data and intelligence engine for Industry 5.0 — record the most accurate data of robot interactions, train foundation robot models, teach robots dexterous tasks, and ship faster than ever.
A new era of ultraflexible, robotics-based automation
AcuBrain decouples manipulation data from any single robot. Capture once with human-in-the-loop demonstrations, validate in simulation and AR, then deploy across every supported robotic platform effortlessly.
High-quality data, no reality gap
Human-in-the-loop capture with the exact grippers and hands that ship to production. No simulated contacts, no lossy conversions — the robot replicates tasks with identical hardware.
Hardware-agnostic by design
Don't choose your robot on day one. Collect data, build your dataset, and commit to a platform when you're ready — or commit to all of them. The data isn't tied to a kinematic chain.
Virtualized testing before hardware
Run collected data through virtualized versions of every supported robot in simulation and AR. Tune, validate, and only then go physical.
A Physical AI data engine
More than a deployment tool — AcuBrain produces large-scale, high-fidelity manipulation datasets purpose-built for training next-generation Physical AI foundation models.
One dataset, every supported robot
Multi-robot playback and deployment from a single dataset. Run different policies, compare models across platforms — without recollecting.
Broad platform support
Works across ABB, Fanuc, Mitsubishi MELFA, Fairino, OpenArm, Universal Robots, and more — so robot choice becomes a downstream decision, not an upstream constraint.
Where legacy approaches stop short
Three alternatives teams reach for when they start collecting manipulation data — and the limit AcuBrain was designed to lift.
Needs operators sitting at every robot — cost scales with hardware, not team.
Scales with your team size, not your hardware budget.
Synthetic contact physics never fully matches the real gripper on the real part.
Real human demonstrations with the exact grippers that ship — no sim-to-real gap.
Every new platform means a fresh dataset collected from scratch.
One dataset deploys across every supported robot — data is decoupled from hardware.
Deploys across every supported robot
Capture once, deploy anywhere. New platforms are added as integrations ship.
- ABB
- Fairino
- Fanuc
- Mitsubishi MELFA
- OpenArm
- Universal Robots
- … and growing
AcuBrain is built and operated by the Acumino team. Acumino delivers the robot workers; AcuBrain delivers the data and intelligence layer that makes them learn faster, transfer across platforms, and stay ahead of changing factory needs.