RaceAI Studio

Your AI Race Engineer for Every Session, Driver, and Car

RaceAI Studio is a purpose-built motorsports intelligence platform that helps drivers, coaches, engineers, and teams solve problems faster, learn across sessions, and turn racing data into better decisions.

Not another telemetry charting tool. Studio works alongside MoTeC, AiM, and the systems you already trust—then adds the context, computation, AI Agents, and evidence needed to understand what happened, why it happened, and what to do next.
The Core Advantage

Race Data Becomes Useful When the Full Story Is Connected

A lap time never exists in isolation. Driver execution, car behavior, setup, weather, track conditions, video, radio, notes, and prior decisions all shape the result.

Studio organizes that wider context into a structured intelligence environment so the AI can reason over the evidence instead of guessing from a single file or conversation.

Studio can connect:

  • Telemetry exports and lap analytics
  • Driver profiles, experience, and progression
  • Car configuration and setup history
  • Track maps, weather, and track conditions
  • Video, radio, notes, and driver feedback
  • Tasks, inventory, and component context
  • AI investigations, reports, and evidence
Two Powerful Ways to Work

Work With the AI—or Put AI Agents to Work for You

Studio supports both interactive analysis and deeper autonomous investigation. The same platform, tools, caching, and normalized data model power both workflows.

Interactive Coaching and Problem Solving

Work directly with Studio on one lap, one corner, one setup change, or one question at a time.

  • Ask where time was gained or lost
  • Compare driver execution and consistency
  • Review braking, throttle, and corner approach
  • Explore setup changes and vehicle behavior
  • Use Driver Coach, Race Engineer, Crew Chief, or General mode

Investigate With AI Agents

Assign Studio a complex question that requires searching, calculating, comparing, testing hypotheses, and assembling evidence across a large body of data.

  • Why were we slower across the last six events?
  • Which setup changes consistently improved performance?
  • How do multiple drivers differ across the same corners?
  • What reliability patterns appear across the season?
  • Generate evidence-backed findings and reports
Purpose-Built AI Architecture

More Than AI Chat

Studio does not simply upload a CSV and ask a generic chatbot for an opinion. It uses RaceAI's own AI Agent technology, specialized tools, normalized motorsports data, local caching, parallel execution, and structured evidence.

That architecture is what makes large-scale LLM reasoning practical, fast, and useful for real motorsports work.

Before producing an answer, Studio can:

  • Select the right motorsports tools
  • Retrieve relevant laps, channels, sessions, and context
  • Execute tools in parallel
  • Use local cache for speed
  • Assemble structured evidence
  • Reason with the LLM chosen by the customer

Studio supports OpenAI, Claude, Gemini, and Grok and is not locked to one LLM provider.

The LLM Is Not the Product

The product is RaceAI's motorsports intelligence platform: the tools, orchestration, normalized data, caching, context, evidence, and agent workflows that make AI reasoning useful.

Built for Scale

From One Lap to an Entire Racing Program

Studio was designed to work across far more than one lap or one session. It can support large collections of sessions, many laps, multiple cars, multiple drivers, long-term history, and team-wide analysis.

One Lap
Focused coaching and evidence
Team History
Cars, drivers, sessions, and seasons
Collective Intelligence
Aggregated knowledge from participating teams
Multi-session analysis Multi-car analysis Multi-driver analysis Season-scale investigations Parallel tool execution Computational reporting Evidence-backed AI
Role-Based Intelligence

The Same Session, Viewed Through the Right Perspective

Driver Coach

Focuses on driver execution, confidence, consistency, braking, corner approach, throttle application, and learning progression.

Race Engineer

Focuses on vehicle behavior, setup correlation, data evidence, performance trends, and changes between sessions.

Crew Chief

Focuses on preparation, reliability, task execution, communication, operations, and race-weekend decisions.

General Mode

A balanced perspective for broader session review when the user wants overall understanding rather than one specific role.

Collective Intelligence

Learn From More Than One Team

Participating teams can choose whether to contribute anonymized session information to the RaceAI community. Driver names and personal information are removed.

As participation grows, Studio can develop broader insights from aggregated motorsports experience while preserving the privacy of individual teams and drivers.

Two scopes of intelligence

  • Team Intelligence: your cars, drivers, setups, notes, sessions, and history
  • Collective Intelligence: aggregated insights learned from participating teams
  • Participation can be enabled or disabled by the team
  • Other teams do not receive direct access to your private session data
Works With Your Existing Workflow

Keep the Tools You Already Trust

Studio does not replace professional telemetry systems. Your raw data remains in the vendor software. Studio works with exported data and adds the broader intelligence layer.

The goal is not to duplicate what MoTeC, AiM, and other systems already do well. The goal is to connect that data with the rest of the racing program.

Data-system support

  • Supported today: MoTeC
  • Supported today: AiM
  • Planned: GEMS
  • Planned: Marelli

Support may vary by export format and the fields available in the source data.

No RaceAI Hardware Required

Start With the Data You Already Have

1. Export

Export session and lap data from MoTeC or AiM using your existing workflow.

2. Build Context

Add driver, car, setup, track, weather, notes, video, radio, tasks, and other relevant evidence.

3. Solve Problems

Work interactively with the AI or launch deeper investigations across laps, sessions, drivers, and cars.

Every Session Should Make Your Program Smarter

Studio preserves the lessons, setups, investigations, coaching, evidence, and decisions that usually disappear between race weekends. Over time, your racing program builds a permanent intelligence advantage.

Turn Racing Data Into Better Decisions

Start with one driver and one car, scale to an entire team, and add LIVE or Radio whenever your program needs real-time video and communication.