Coaching Reports

How to read and use AI-generated coaching reports based on your telemetry data.

Coaching Reports are AI-generated analyses of your driving created by the Race Engineer. They provide structured feedback based on your actual telemetry data — not generic advice.

What Is a Coaching Report?

A coaching report is a detailed analysis of a session or stint that covers:

  • Overview — General assessment of your performance
  • Pace analysis — How your lap times evolved through the session
  • Corner-by-corner feedback — Specific advice for individual corners
  • Action items — Concrete steps to improve

Reports are generated by the Race Engineer AI, which has access to your full telemetry data including braking zones, speed profiles, and corner-by-corner metrics.

Report Structure

Overview Section

A high-level summary of the session:

  • Overall performance rating
  • Key strengths identified
  • Primary areas for improvement
  • Session context (track conditions, session type)

Pace Analysis

How your pace evolved during the session:

  • Lap time progression
  • Consistency assessment
  • Where you found (or lost) time as the session went on
  • Comparison to your personal best if available

Corner Analysis

For each significant corner, the report may include:

  • Current technique — What you’re doing based on the data
  • Opportunity — Where time can be gained
  • Recommendation — Specific change to try
  • Priority — How impactful the change could be

Action Items

A prioritized list of things to work on, ordered by potential impact:

  1. High-impact changes (biggest time gains)
  2. Consistency improvements (reducing variation)
  3. Fine-tuning (small optimizations)

Viewing Reports

Access coaching reports from:

  • Session detail — Reports linked to a specific session appear in the session view
  • Coaching Reports list — Browse all reports across sessions

Each report shows the session it relates to, when it was generated, and a summary preview.

Requesting a Report

Coaching reports are generated by the Race Engineer. You can request one through:

  1. MCP client — Ask the Race Engineer to analyze a session
  2. Web app — Reports generated by the engineer appear automatically

See the Race Engineer coaching guide for details on how to request and customize reports.

Tips

  • Read the action items first — They’re ordered by impact, so the top items give the most return
  • Focus on one or two corners per session — Don’t try to fix everything at once
  • Compare reports over time — As you improve, the focus areas should shift
  • Use reports alongside lap comparison — Verify the AI’s suggestions by looking at the actual data

Next Steps