DMS & In-Cabin Validation
Enabling reliable driver monitoring for L2+ driving and Eyes-On safety requirements
Why DMS validation is complex
Key challenges in DMS validation
Difficult to capture
real-world behavior
- Lab and simulation do not reflect real driving conditions
- Driver gaze and attention are dynamic and context-dependent
- System performance depends on real-world usage
High variability across vehicles and drivers
- • Camera positions vary across architectures
- • Cabin environments impact system performance
- • Human behavior is unpredictable and non-repeatable
- • Camera positions vary across architectures
- • Cabin environments impact system performance
- • Human behavior is unpredictable and non-repeatable
Lack of standardized validation approach
- • Validation is often conducted through dossiers to Euro NCAP autoroties
- • No independent validation partner
- • Limited access to real-world ground-truth data
Our Validation Approach
From real-world data to validated DMS performance
Validation solutions for OEMs, Tier 1/2 suppliers
and validation partners across the automotive ecosystem
Move to reliable, measurable and repeatable DMS validation
Accelerate your validation cycles
Reduce validation timelines with portable, reliable tools
deployable in lab environments, test benches and real vehicles
Measure system performance with precision
Capture driver gaze and attention using independent ground-truth systems. Quickly identify corner cases and benchmark your solutions objectively
Ensure regulatory compliance
Work with a partner actively involved in the Euro NCAP ecosystem. Anticipate current and upcoming requirements (GSR2, ADDW, DDAW, L2+)
Benefit from dedicated expertise
Collaborate with an independent validation partner, not tied to Tier-1/2 tools or environments. Based in Europe, agile, close to your teams and result-oriented
Discover how we accelerate your DMS validation and ensure real-world readines
Use cases
Supporting OEMs, Tier 1/2 suppliers and validation partners across real-world programs
OEM vehicle validation programs
Support vehicle-level validation across platforms
Evaluate DMS performance in real driving conditions
DMS
benchmarking
Compare DMS solutions using independent ground-truth data
Support integration and performance optimization
Homologation compaigns
Deploy portable validation setups for track and real-world testing
Enable reproducible and scalable validation campaigns
