Track-day data debriefs · Physics lap sim · Texas
Not a timing sheet.
The whole picture of your lap.
LeanLine Labs puts your bike data, lean and line, optional heart rate, helmet notes and the track itself on one timeline. A physics lap sim then helps explain why a lap is slow and what you could change.
Planned launch: 2027 How it works
How it works
Before you ride: the sim
We model your bike, gearing and the track geometry to build a model-estimate lap, a POV ghost video and a gearing study before you turn a wheel. Sim outputs are estimates, not targets.
On track: log what you already use
Bike data (throttle, RPM, gear, speed) from a logger such as the AiM Solo 2 DL; lean angle and GPS line from a RaceBox; optional heart rate from a compatible watch such as Garmin; helmet voice notes and engine audio (planned).
Session drift check first
Before corner suggestions, the debrief looks at your lap data, and heart rate if you choose to share it, for a drift pattern, such as lap times rising late in a session. If it finds one, corner suggestions pause and it suggests a break, water and a shorter next session. It can't tell whether you are fit to ride; you decide that.
Then corners and setup
When no drift pattern is flagged, the track model, your bike data and the sim inform technique and setup suggestions.
The whole picture
- Track geometry, bike data and optional heart rate on one timeline
- A session drift check before corner suggestions
- Physics sim and ghost lap before you ride (model estimates)
Texas tracks first
Based in League City, Texas. Starting with Texas tracks, with more to follow.
Planned launch: 2027
Contact
LeanLine Labs
League City, Texas
Email: info@leanlinelabs.com