Harness racing intelligence

Machine-learning signals for sharper trotting decisions.

TravAI combines race history, form, driver and trainer patterns, market movement, and contextual race factors into probabilistic forecasts built for serious harness racing analysis.

Android and iOS apps coming fall 2026Probabilities, not promises.

How it works

From noisy racing data to a disciplined signal.

Three stages, one goal: probabilities you can actually reason about.

  1. Learn from history

    The model trains on past races — form, driver and trainer patterns, start method, post position, distance, and race conditions — with time-aware validation, so it never peeks at the future.

  2. Estimate probabilities

    Every runner gets a calibrated win probability — a number meant to mean what it says over many races, not a vague star rating or a tip.

  3. Compare with the market

    Model probabilities are set against market expectations to flag where value may exist — and, just as importantly, where there is no edge at all.

Under the hood

Advanced, disciplined, and honest about uncertainty.

Market-aware forecasting

The model compares its own probability view against public signals to highlight potential edges without treating odds as truth.

Context matters

Distance, start method, post position, form, trainer and driver patterns, and race conditions are evaluated together — not as isolated shortcuts.

Calibration first

A 25% forecast should behave like a 25% chance over many races. TravAI is tuned for probabilities that track reality, not for headline picks.

Probabilities, not promises

TravAI is designed for disciplined decision support. It surfaces uncertainty, avoids guaranteed claims, and treats every race as probabilistic.

Coming soon

TravAI app launches fall 2026.

The Android and iOS apps are being prepared for users who want fast, clear trotting analysis before the market settles.

Android · fall 2026 iOS · fall 2026

Follow the model in action.

While the apps are in development, the TravAI team plays on Rikstoto. Join the team and follow along on the road to launch.

Join the TravAI team on Rikstoto