Intelligence. Precision. Victory.
RACE
INTELLIGENCE
Real-time. Explainable. Actionable.
"Knowing you're slower doesn't help.
Knowing why you're slower helps."
Enter Command Center
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AEROS-XAIRace Intelligence System
Live Telemetry
Mission BriefingThe Intelligence
The Intelligence
Behind Every Lap.
AEROS-XAI unifies telemetry, driver state, strategy, and regulations into a single explainable intelligence engine. Detect issues earlier. Understand causes deeper. Make decisions faster.
The Challenge
Why Teams Lose Performance
Race performance is influenced by multiple complex factors. Traditional systems analyze them separately.
We connect them.
Vehicle
- Tire degradation
- Brake overheating
- Fuel inefficiency
- Powertrain issues
Driver
- Fatigue
- Stress
- Hydration loss
- Reduced reaction time
Strategy
- Missed pit window
- Traffic exposure
- Fuel planning
- Tire selection
Regulations
- Penalty risks
- Safety car restrictions
- Pit stop legality
- Track limits
03 Connected Intelligence
ONE PLATFORM.
FOUR LAYERS.
A unified operating layer for engineers. Each domain runs continuously, then shares evidence through the Intelligence Core before a recommendation reaches the pit wall.
2.8k
Signals / Sec
42ms
Inference Latency
91%
Decision Confidence
AEROS-XAI
CORE
IBM Granite
01
DRIVER
State Analysis
02
VEHICLE
Machine Health
03
STRATEGY
Race Model
04
RULES
FIA Validation
Our SolutionMulti-Agent Intelligence
Multi-Agent Intelligence
Architecture
Vehicle Diagnostics
Mechanical IntelligenceProcesses
Tire WearBrake AnalysisEngine HealthFuel Efficiency
Driver State Agent
Human Performance IntelligenceProcesses
Fatigue DetectionStress AnalysisHydrationPhysical Load
Performance Attribution
Root Cause IntelligenceDetermines
Why performance is being lost.
Live Attribution Example
Driver Impact52%
Vehicle Impact35%
Track Impact13%
Race Context Agent
Environmental IntelligenceProcesses
Weather AnalysisTrack ConditionGrip MonitoringSector Performance
Strategy Supervisor
IBM Granite Engine- Agent Orchestration
- Tactical Recommendation
- Decision Synthesis
05 Validated Data IntegrationProven with
Proven with
Real-World Datasets
Historical API Streaming
OpenF1 10Hz Telemetry"Our replay engine actively streams real OpenF1 telemetry JSON files at exactly 10Hz, injecting authentic Speed, RPM, and Gear data into the dashboard in real-time."
Live SpeedLive RPMLive GearsThrottleBrake10Hz Stream Rate
Dynamic Physics Math
Simulated Biometrics & Thermals"Because APIs don't broadcast driver heart rate or exact tire wear, we run continuous mathematical physics models that react instantly to the real speed telemetry."
Tire Wear %Brake TempsDriver HR (bpm)HydrationG-Force
The Hybrid Architecture
Seamless Data MergingA single React Context handles both datasets simultaneously. Real OpenF1 data overrides the mocked movement physics, while the math calculates the unseen analytics.
Unified React ContextState OverridesZero Latency Blend
Offline Demo Reliability
100% Presentation SafeBy downloading a specific high-speed snippet of Max Verstappen's telemetry into a local JSON file, we guarantee the live-demo will never fail due to API rate limits.
Locally Cached JSONNo Rate LimitsMax Verstappen Abu Dhabi
