Desktop
The desktop app runs alongside the game — iRacing, ACC, AMS2, rFactor 2, LMU, Rennsport, F1 — capturing as you drive, with live overlays and lightweight coaching prompts. It works offline: a lost network never loses a session.
The loop
The whole driver improvement loop, in one place.
Four steps — capture, brain, plan, improve — that turn every session you run into a concrete plan for the next one.
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.
Step 01
Capture every session, sim or real.
Two surfaces, one canonical bundle. Every lap — at your rig, on your phone, or on a RaceBox clipped to the dash — finalises into the same schema before it ever reaches the backend.
Mobile
At a real track, pair a RaceBox and drop the phone on the dash. Sessions finalise safely even if the phone sleeps or the LTE drops mid-stint. The iPhone app ships first; Android follows with the V1 release.
Step 02
The brain lives on the server.
Weaknesses, prescriptions, and the sim↔real bridge — three things the server computes so the desktop and mobile apps stay thin.
Weaknesses
Every session is scanned for patterns that recur — late braking into T1 at Spa, early throttle on exit at Silverstone. LAP groups them by car, track, and conditions, then stores each as a weakness with a severity score that moves as you practise.
Prescriptions
Each open weakness pairs with a drill from a rule-based coaching library we curate by hand — a target metric, a target value, a session count. Every drill traces back to a specific rule; nothing is generated on the fly.
The bridge
Paired sessions on the same track get compared by the server: the shape of your inputs (the lines in a brake trace, the curve of a throttle pickup) versus their intensity (peak pressures, slip angles, steering rates). Shape transfers across worlds; intensity is often calibrated to the wrong one.
Step 03
A plan sized to the next session.
After the brain finishes analysing a session, it emits a plan — not a graph, not a long report, but a short list of drills you can execute in the next practice slot.
One session, one plan
A plan never asks more of you than you can execute in a single practice slot. Three or four drills max, each sized to a handful of laps — not a quarter-hour video to watch before you drive.
Target metric, target value
Every drill ships with a number you can hit or miss — "trail-release to 12% at apex over three sessions," "minimum speed +1.5 km/h at T6 at Spa over five laps." Vague coaching ("brake later") is not a drill; a measurable number is.
Step 04
Every target either hits or misses.
After you drive the planned session, LAP compares the new telemetry to the targets the plan set — and writes a verdict on every drill before your next practice slot opens.
Measured against your baseline
The next session's numbers are compared to your own baseline — not a pro driver's, not a cohort average. Your baseline moves as you improve, so the target for the same weakness gets harder over time.
Three verdicts, never "kind of"
Every line of the plan gets one of three outcomes: closed, improving, or still open. No partial credit — either the number moved or it did not. Closed patterns give up their spot on the plan; open patterns get a revised drill next session.
Honest disclosure
What ships today, and what is still roadmap.
We would rather under-promise than ship a claim we cannot back. Here is what you get when you start the trial this week — and here is what is on the roadmap but not yet in the product.
Today
- Sim capture across iRacing, ACC, AMS2, rFactor 2, LMU, Rennsport, and F1 titles.
- Real-world capture via RaceBox plus an iPhone on the dash.
- Server-side weakness detection and rule-based drills from a coaching library we curate by hand.
- Next-session plans with measurable targets and three-verdict outcomes (closed / improving / still open).
- Sim↔real pairing on matching tracks, with shape and intensity compared side by side.
Year 2 and beyond
- Android app — ships with the V1 release in autumn 2026.
- Apple Watch and Wear OS companion — V1.
- Peer benchmarking against driver cohorts — opens once cohort data exists.
- Social features (leaderboards, friend-compare, sharing) — deferred to Q1 2027 at the earliest.
- Full endurance driver-swap workflow — sprint and endurance events ship today, dedicated endurance UX is deferred.
For interested developers
Verify the technical claims yourself.
The standards we hold ourselves to and the public integration surface LAP reads from. Every link goes to a canonical reference — W3C, MDN, EU law, the sim publisher’s own page — so you can cross-check what this site says against the source.
Standards we follow
- WCAG 2.1 Web Content Accessibility Guidelines — the bar this site holds itself to. Every public page is axe-clean; the demo video gates lock keyboard, captions, and mobile-responsive contracts.
- Web Crypto API The cryptographic primitives behind the waitlist confirmation token and the unsubscribe token — HMAC-signed, no separate state store between sign and verify.
- GDPR (EU 2016/679) The privacy regulation our /privacy notice and consent flow are built around — Article 13 transparency, Article 7 informed consent, Article 17 erasure rights.
Sim integrations
- iRacing telemetry iRacing’s public telemetry overview — capture format (.ibt) and SDK that the LAP desktop client reads. The "Try it with a real session" path on /demo accepts these files directly.
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