PolyHuntr
Prediction Market Analysis Platform
Live capture from polyhuntr.com showing the public product surface.
Challenge
Prediction markets react to news within minutes, so manual monitoring misses the move. Catching an edge means ingesting live market data, aggregating news from many sources, reading sentiment with natural language understanding, and modeling probability to spot deviations as they open.
Solution
PolyHuntr holds live connections to prediction markets for price feeds and pulls news from dozens of sources. A proprietary ML pipeline reads the sentiment in each story and assesses what it implies for probability. When a market price drifts far enough from that assessment, the system fires alerts across multiple channels.
Results
- Real-time prediction market integration
- Multi-source news aggregation
- AI-powered sentiment and probability analysis
- Near-instant news-to-alert pipeline
- Multi-channel alert delivery
- Historical backtesting framework
System Architecture
Real-time prediction market analysis with proprietary edge detection and multi-channel alerts
Real-time prediction market analysis with proprietary edge detection and multi-channel alerts
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