How MISPRICE Works
A real-time pipeline that aggregates prediction market data, estimates probabilities with AI, and tracks every decision with cryptographic verification.
The Pipeline
1
Data Aggregation
Real-time prices from Polymarket, Kalshi, and public sources
2
Probability Engine
AI models (Vertex AI) estimate calibrated probabilities
3
Truth Gap Detection
Flag markets where model and price diverge by ≥3%
4
Gate Framework
Block low-confidence signals (stale data, timing, source health)
5
Portfolio Tracking
Log decisions, track P&L, measure calibration
6
Evidence Pipeline
Generate hash-verified artifacts for every prediction
Gate Framework
Actions are blocked when any gate threshold fails:
Data StalenessLow ConfidenceTimingData QualityThreshold FailureSource Health
All gates must pass for the system to proceed.
What MISPRICE Is
- A cross-platform analytics terminal for prediction market traders
- AI-powered market intelligence with quantified confidence
- A verifiable reputation layer built on cryptographic proofs
- Infrastructure that stays neutral — we don't trade, we don't advise
What MISPRICE Is Not
- Not a prediction market or exchange
- Not financial advice
- Not a black box — every signal is logged with the inputs that produced it
- Not a guarantee of returns
See it live or explore the technical architecture.