RaceLens XAI combines IBM's enterprise AI stack with real racing data to deliver transparent, regulation-grounded incident analysis and strategy recommendations.
Similar incidents receive different penalties, eroding trust in race control.
Fans and teams don't understand why decisions were made.
Stewards must make complex decisions in seconds during live races.
Built on production-grade AI infrastructure designed for mission-critical applications.
Advanced reasoning engine that understands racing context, regulations, and precedents to generate explainable decisions.
Intelligent document processing that extracts structured data from FIA regulations and steward decisions.
Visual AI workflow builder that chains retrieval, reasoning, and explanation steps seamlessly.
Real telemetry data from actual racing sessions for authentic incident analysis and strategy recommendations.
A RAG-powered pipeline that retrieves relevant regulations and generates explainable decisions.
FastF1 telemetry + FIA documents parsed by Docling
Semantic search finds relevant regulations and precedents
IBM Granite analyzes context and generates explanations
Langflow chains the workflow with confidence scoring
Multi-level outputs: technical, fan-mode, evidence traces
Complete architecture diagram showing:
From professional race control to sim racing leagues, RaceLens XAI serves multiple audiences.
Assist stewards with evidence-based incident classification and penalty recommendations grounded in regulations.
Provide explainable strategy recommendations with confidence scores and alternative scenario analysis.
Generate fan-friendly explanations of complex racing incidents for live commentary and analysis.
Fair and transparent stewarding for online racing leagues with consistent rule enforcement.
The foundation of trustworthy AI-assisted decision making.
Every decision includes evidence, confidence scores, and reasoning traces.
All outputs cite specific FIA rules and precedent cases.
Technical mode for experts, fan mode for everyone else.
Optimized for live race analysis with sub-second response times.
Explore live demos, analyze incidents, and see how AI can make motorsport decisions more transparent.