Physics-based world model for autonomy, runs beside your neural nets
Validate perception, prune impossible trajectories, cut compute, improve safety. FieldSpace integrates with your existing stack—no retraining required.
What FieldSpace Does
Physics-grounded intelligence that runs beside your neural networks. Keep your current perception models—we add validation, trajectory planning, and safety envelopes.
Reliability
Constraint-aware world modeling reduces false positives and bad plans
Lower Compute
Prune infeasible futures so heavy vision does not run unnecessarily
Degraded Comms
Short-horizon prediction keeps motion safe when bandwidth dips
Multimodal
Fuse camera, LiDAR, radar, IMU, and joint states into a consistent state
Fleet Scale
Incident tagging and counterfactual replays raise reliability over time
No Retraining
Works with your existing perception stack—no model changes required
Ready to Get Started?
Start a 4-week pilot program. Week 0: scope and KPIs. Week 1: log replay. Week 2: closed-course trials. Week 3: A/B testing and final report.
4-week pilot program. KPI-driven validation. Designed for autonomy teams.