The Role of Analytics in ADS Validation
Scenario-based testing and simulation provide a wealth of valuable data. However, without structured analysis, insights remain hidden, and critical safety questions go unanswered. ScenAnalytics is the final step in the ReplicaR validation journey—where results are transformed into understanding.
It bridges the gap between data collection and engineering decisions by enabling in-depth, traceable, and visual analysis of all scenario executions. Whether you are tracking KPIs, verifying compliance, or fine-tuning algorithms, ScenAnalytics ensures your ADS validation is not only comprehensive but also actionable.
Scenario Outcome Evaluation in ReplicaR
ScenAnalytics compiles test results from both Low Fidelity and High Fidelity simulations, as well as scenarios from MyScenario and AutoScenario, into a unified interface. This allows engineering teams to:
- Analyze Outcome Data: Review how the System under Test performed under various conditions.
- Trace Scenario Relevance: Use the built-in traceability matrix to verify that all defined functional requirements and ODD boundaries were covered.
- Spot Failures and Anomalies: Tag performance drops, incident triggers, or behavioral inconsistencies.
Why Use ScenAnalytics?
- Holistic Test Understanding: Go beyond pass/fail and gain a deep view of how your ADS behaved and why.
- Requirement Compliance: Ensure all functional and regulatory targets are being met through traceability.
- Faster Iteration: Focus engineering efforts on weak points and optimize performance with clarity and precision.
Conclusion
ScenAnalytics transforms your ReplicaR simulation campaign into a strategic decision-making tool. It not only tells you what happened, but also why it matters. As a final link in the ReplicaR toolchain, it empowers you to deliver safer, smarter, and more reliable automated driving systems.