Toyota GR Cup Series Real-Time IoT Analytics & Strategy Tool

Driver Training & Insights
AI-powered technique optimization with time-shift predictions (+0.542s potential gain)
Pre-Event Predictions
Weather-based grip forecasting (0.85-0.94) and optimal strategy planning
Post-Event Forensic Analysis
Energy drift detection (±6.1kJ) and tire stress accumulation tracking
Real-Time IoT Analytics
100Hz telemetry streaming with live energy flow visualization (Speed/RPM/Brake)
Creative Data Applications
3D Energy holograms, multi-agent AI (4 agents), community detection networks
Race-Day Decision Support
Pit strategy optimization (lap 24 target), opponent profiling, risk assessment (92% confidence)

Indianapolis Motor Speedway LIVE

Session: Practice 2 | Lap 12 of 20 | Sector 2

28°C

Track: 35°C
Humidity: 65%
Wind: 12 km/h NE
Grip: 0.89
Best Lap Time
1:12.456
0.234s
Energy Efficiency
87.3%
2.1%
Top Speed
287
3 km/h
Peak Brake Power
148
5 kW
Track Energy Map
Sector Times
Strategy Alerts
Energy Flow Timeline
3D Energy Flow Hologram
Live Telemetry Stream STREAMING
Connecting to telemetry stream...
Speed Profile
G-Force Analysis
Throttle & Brake Inputs
Speed / RPM / Gear Timeline (Interactive)
Gear Usage Heatmap (Zoom & Pan)
AI-Powered Optimization Suggestions
Potential Gain

+0.542s

Total possible improvement

Energy Impact Analysis
Session Leaderboard
Driver Energy Signature
Lap Times Comparison
Driver Statistics
Pos Driver Best Lap Avg Speed Energy Efficiency Style Laps
Speed Distribution Box Plot
Speed vs Efficiency Scatter
Pit Strategy
Recommended Action
Extend Stint
Current tire life: 18 laps
Recommended pit: Lap 24
Expected position: P3
18 of 25 laps
27 liters remaining
Race Position

P5

Gap to Leader +8.234s
Gap Ahead +1.123s
Gap Behind +2.567s
Avg Lap Time 1:13.456
Opponent Analysis
P4 - Driver D045
Style: Aggressive Attacker

High tire degradation detected. Expected pit lap 18-20.

Strategy: Maintain pressure. Undercut opportunity lap 22-24.

Weather & Grip Forecast
Multi-Agent AI Recommendations