Axiom
The data factory for the physical and digital world.
Training data and environments for robotics, autonomy, engineering and world models. Generated to spec, verified by construction.
- 01Robotics
- 02Autonomy
- 03Physics AI
- 04World models
- 05Agents
Agent Environments
Where agents learn to engineer.
Instrumented worlds where models do real engineering and creative work, and a verifier scores the outcome. Evals to measure the frontier. Gyms for fine-tuning and reinforcement learning.
- 01Engineering software
Working replicas of CAD, CAE and PLM workflows, where agents model, mesh, set up studies and release designs.
- 023D and world building
Scenes, levels and assets built in 3D tools and game engines: layout, materials, lighting and physics.
- 03Simulation and scientific code
Solvers, simulators and numerical code, written and debugged in real repositories against reference solutions.
- 04Long-horizon builds
Projects that run for hours or days with one exact grader, from a flight dynamics model to a full assembly.
Applications
One factory for every model that learns from the world.
| Model | What Axiom generates | Delivered as |
|---|---|---|
| 01World models | Controllable worlds, with actions and outcomes at every step | Dataset · Environment |
| 02Robotics | Scenes, tasks and demonstrations for manipulation and mobile robots | Dataset · Environment |
| 03Autonomy | Missions, terrain and EO, IR, radar and lidar feeds | Dataset · Scenarios |
| 04Physics AI | Geometry with solved fields, for surrogates and foundation models | Dataset |
| 05Agents | Engineering tasks with exact graders and verifiable rewards | Environment |
How it works
Specify. Generate. Verify. Deliver.
01Specify
- Domain
- Night driving
- Physics
- Rigid body · 120 Hz
- Sensors
- RGB · depth · lidar
- Labels
- Masks · boxes · poses
- Long tail
- Rain · glare
02Generate
- Worldsrendered
- Geometrymeshed
- Physicssolved
Seeded · every sample reproducible
03Verify
- Geometry valid
- Mesh quality
- Solver converged
- Labels exact
- Verifier attached
04Deliver
- Datasetshards
- Environments+ verifiers
- Your formatsrefreshed
passed
- SpecifyDomains, physics, distributions, sensors, labels, formats and volume, set with your team.
- GenerateRendered, meshed and solved from seeds. Any sample can be rebuilt exactly.
- VerifyGround truth comes from the generator, the CAD kernel and the solver, not annotators.
- DeliverDatasets and environments with their verifiers, refreshed as the model improves.
Spinoza Labs
Training data and environments, built to your specification.
Our team works with yours to define requirements, validation criteria and delivery, from pilot to production scale.
Talk to us