Enhance Your Autonomy Stack with Physics-Based Validation
FieldSpace integrates with your existing perception and control systems—reducing false positives, improving safety, and cutting compute costs. No retraining. 4-week pilot.
Your Challenge
You've invested millions in perception and control. But edge cases, false positives, and regulatory pressure slow you down.
⚠️ Safety Edge Cases
Your ML perception misses rare scenarios. One missed detection = failed safety review = 6-month delay.
💰 Compute Costs
Board wants margins. Heavy vision models run constantly, even for easy scenarios. GPU costs spiral.
🔄 Can't Rebuild
Rebuilding your stack = 18 months. You need improvements that integrate with what you have.
How FieldSpace Integrates with Your OEM Stack
A physics layer between your perception and controller. Works with ROS 1, ROS 2, gRPC, and your existing drive-by-wire.
Your Sensors
Camera, LiDAR, Radar
Your Perception
YOLOv8, Custom NNs
KeepFieldSpace Physics Layer
Validates perception • Prunes bad trajectories • Adds safety envelopes
Your Controller
Motion planning & execution
KeepVehicle
Drive-by-wire
4-Week Pilot Program for OEMs
Validate FieldSpace on your vehicles with measurable KPIs before you commit budget.
Week 0: Scope
- • Define KPIs: false positives, latency, compute
- • Share logs and sensor config
- • Map ROS topics / gRPC endpoints
Week 1: Replay
- • Run FieldSpace on your logs
- • Baseline KPI measurement
- • Identify false positive reduction
Week 2: Trials
- • Closed-course on-vehicle testing
- • FieldSpace runs in parallel
- • Safety driver oversight
Week 3: Results
- • A/B testing and degraded-comms scenarios
- • Final KPI report
- • Go/no-go decision
Typical Pilot Results:
35-50%
False positive reduction
<5ms
Added decision latency
20-30%
Compute savings
What You Need
Standard OEM infrastructure. No special hardware or major modifications required.
✓ Required
- •Drive-by-wire or existing motion controller
- •ROS 1, ROS 2, or gRPC sensor streams
- •Test track with safety operator
- •Sample logs (30+ min of operation)
× NOT Required
- ×No new sensors or LiDAR
- ×No perception model retraining
- ×No vehicle hardware modifications
- ×No control system replacement
Start Your OEM Pilot
Validate FieldSpace on your vehicles. Measure false positive reduction, compute savings, and safety improvements in 4 weeks.
Built for OEM autonomy teams. Integrates with your existing stack.