How it works
Capture, analyze, plan, improve — one loop.
LAP turns every session you run into a concrete plan for the next one. It is rule-based coaching, not a chat box: the same pipeline reads every session, so the feedback is consistent and traceable. Here is the whole loop, end to end.
The four steps
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Capture a session
Drive your session, then bring the data in. The logger auto-syncs from RaceChrono, RaceBox, AiM, or a MoTeC CSV with GPS — kart or car. Every upload finalises into one canonical session bundle the rest of the pipeline reads from.
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Analyze with the pipeline
A rule-based pipeline — not a chat box — scores the session on four pillars (pace, consistency, execution, robustness) and breaks down where you actually lost time, corner by corner. The same rules run every time, so two identical sessions get the same read.
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Get your plan
Recurring patterns become a next-session plan: a specific weakness, a target metric, a target value, and how many sessions to work it across. Each item pairs with a concrete drill from the coaching library — something to actually do next time, not a paragraph of advice.
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Improve next time
Your next session is measured against the plan. LAP marks each weakness closed, improving, or still open, and rolls the result into your progression. Then the loop starts again — every session sharpening the read on the one after it.
Four steps, one feedback loop.
Capture feeds the pipeline, the pipeline writes the plan, the plan shapes your next session, and that session feeds back in. The loop tightens the read on your driving every time around.
The four-step loop
- 01 Capture. Every session — sim or real — finalises into one canonical session bundle across iRacing, ACC, AMS2, RaceBox, and phone capture.
- 02 Brain. The backend groups recurring patterns into weakness episodes and pairs each one with a concrete drill from a rule-based coaching library.
- 03 Plan. Open patterns become a next-session plan: a target metric, a target value, and the session count you should execute it across.
- 04 Improve. The next session's measured value hits the target or does not; LAP marks the weakness closed, improving, or still open — and the loop starts again.
Today vs the roadmap
What ships at launch — and what comes later.
LAP launches on June 8 as one membership with full access. We would rather be honest about the line between what works on day one and what is still ahead, so here it is.
At launch
- Session analysis & 4-pillar scoring. Unlimited uploads, scored on pace, consistency, execution, and robustness.
- Per-corner time-loss breakdown. See exactly where the lap time went, corner by corner.
- Coaching plans & drills. Weaknesses turned into a next-session plan with targeted drills from a rule-based library.
- Progression tracking. Session comparison and a profile that shows your shape over time.
- Race strategy & live monitoring. All optimizer modes, unlimited duration, pit and stint planning, live pace.
- Logger auto-sync & reports. RaceChrono, RaceBox, AiM, MoTeC CSV; PDF reports and API access.
On the roadmap
- More direct device integrations. Deeper, lower-friction sync with more logging hardware over time.
- A wider coaching library. More tracks, more car classes, and drills refined as real outcomes come in.
- Richer sim ↔ real bridging. Mapping a habit fixed on the sim onto your real-world driving, and back.
Roadmap items are not promised dates — they are the direction of travel. Your membership includes everything in the product as it grows.
Run the loop on your own driving.
One membership, full access. €19.90/mo — €14.90/mo for the first 50 founding members. 30-day free trial, no card charged until it ends.
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