An AI that reads
the planet — and trades it.
The Forecast Bot fuses a worldwide mesh of airport sensors, satellites and weather models into one engine — then teaches itself to forecast better every day and places one disciplined bet per city on Polymarket's temperature markets. Fully automated, around the clock.
How it works. Four steps, every day.
Reads the real atmosphere
Fuses the DWD MOSMIX-L weather model with live 1-minute airport sensors — the same stations the market resolves on.
Learns its own bias
A rolling regression relearns each station's systematic forecast error and removes it — automatically, every single day.
Picks the bucket
Predicts the day's high and maps it to the exact Polymarket temperature bucket — no off-by-one-degree mistakes.
One disciplined bet
Places a single bet per city at the hour proven most accurate, then holds to settlement. No overtrading, ever.
Real data. Real edge.
Most weather bets are guesses. This one runs on the meteorology stack professionals use — and it grades itself in public.
A global sensor network
Six live data feeds — numerical weather models, satellite-fed airport sensors and a redundant backup — stream into one engine so the signal never goes dark.
It teaches itself
An adaptive model relearns every station's bias daily. No manual retraining, no stale assumptions — it tracks the atmosphere as it shifts.
Transparent, live
Every bet, fill and settlement is logged. Watch real per-city win-rate and PnL update in your dashboard — nothing hidden behind a backtest.
Launch it in one click.
Your bot is created with the seven best-performing cities pre-selected. Fund it when you're ready and it trades on its own — you watch the live per-city results from your dashboard.