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Solution

AI-Powered Incident Discovery

Industry

L4 Autonomous Vehicles

Deployment

Secure On-Premise

Output

Compliance-Ready Reports

The Problem

L4 autonomous vehicle companies generate terabytes of sensor data daily, but finding critical safety incidents is like searching for a needle in a haystack. Current annotation tools miss subtle near-misses, regulatory reporting is manual and time-consuming, and teams spend weeks reviewing data that could reveal safety improvements.

COMPASS Solution

Discover incidents you didn't know happened: Our proprietary AI finds hidden near-miss events and safety-critical scenarios buried in your recorded driving data, automatically prioritizing them by risk severity.

10x faster data review: Transform weeks of manual analysis into hours of focused investigation. Our intelligent triage system surfaces only the most critical segments for human review.

Automated compliance reporting: Generate NHTSA-compliant incident documentation automatically, reducing regulatory burden while improving safety case quality and reducing time-to-market.

Why COMPASS

Privacy-First

Deploy entirely on-premise with air-gapped architecture. Your proprietary driving data never leaves your infrastructure.

Continuous Learning

AI models adapt and improve specifically for your vehicle platforms, routes, and historical incident patterns.

Regulatory Ready

Automated generation of structured reports meeting NHTSA requirements and safety case documentation standards.

Proven ROI

95% reduction in data volume requiring human review, while discovering critical edge cases that improve safety systems.

Expected Results

10x

Faster incident review

95%

Data volume reduction

100%

Data privacy protection

Auto

Compliance reporting

Our pilot customers discover 3-5x more safety-relevant incidents than manual review processes, while reducing the time from data collection to actionable insights from weeks to hours.

How COMPASS Works

Data Ingestion

Process recorded sensor logs, telemetry, and system data

Intelligent Screening

Proprietary AI identifies potential safety incidents

Risk Analysis

Deep contextual understanding and severity scoring

Actionable Output

Prioritized incidents and compliance documentation

Technical architecture details available under NDA for qualified prospects

Ready to Discover Your Hidden Incidents?

See how COMPASS can transform your safety validation process with a personalized demonstration using your data characteristics.