Experiment first.
Deploy capital second.
PolyLab runs hundreds of paper trading strategies against live Polymarket data. When a strategy proves it has edge, it graduates to real money. No guessing. No gut feelings. Just math.
Buy YES + NO when combined price drops below $1.00. Guaranteed profit on resolution. Edges last seconds, speed is everything.
Provide liquidity on both sides of low-volatility markets. Capture the spread. Let the bot analyze historical price movements across timeframes.
Academic research shows prediction markets systematically misprice low-probability events. Exploit the bias with disciplined position sizing.
Parse news feeds and react to market-moving events faster than manual traders. AI-powered sentiment analysis for rapid position entry.
Exploit pricing differences between Polymarket and Kalshi on identical events. Two platforms, one outcome, different odds.
Track high-performing wallets on-chain. Mirror their positions with timing adjustments and independent exit logic.
Define a strategy hypothesis. Run it against live Polymarket data in paper mode. Zero risk.
Track win rate, Sharpe ratio, max drawdown. Statistical significance before a single dollar moves.
Strategies that prove edge get promoted to live trading. Same logic, same risk management, real USDC.
Winners get more capital. Losers get killed. The portfolio evolves through continuous experimentation.
The edge isn't in the strategy. It's in the process.
Most Polymarket traders lose money because they trade on conviction. PolyLab trades on evidence. Run the experiments, trust the data, deploy only what works.