Vehicle range predictions & route planning
Machine-learning route forecasting — see how much range a drive will cost you before you set out.
Request access
In private beta — invite-only, no cost. Tell me a little about your use (EV range, or another signal you'd want predicted along a route) and I'll get you onto the whitelist.
Already whitelisted? open the app ↗
What you're signing up for
Access is granted by hand while the beta is small — that keeps it stable and lets me hear what early users actually need. There's no cost during the beta, and no obligation once you're in.
What it does
Plan the route
Lay out a trip and the app reads the road ahead — distance, elevation, the shape of the drive from real GPS data.
Forecast a signal along it
A machine-learning model predicts a quantity that changes as you travel. Today that's electric-vehicle battery percentage — how much charge a given route will actually cost you.
Built to generalize
The model isn't tied to batteries. Give it any target you can measure along a path and it learns to predict that instead — range is just the first thing worth knowing before you go.