Pipeline Overview
From raw on-chain events to human-readable insights, our modular pipeline ensures data integrity at every step.
Ingestion
Polymarket APIs & On-chain Events
Processing
Normalization & State Reconstruction
AI Layer
Interpretation & Summarization
Application
Visualization & API Delivery
Data Processing Engine
Incoming data is normalized into standardized schemas to enable consistent analysis across markets. We perform time-series reconstruction of probability movements, liquidity distribution analysis, and event-aligned behavior mapping.
- Time-series probability reconstruction
- Volatility & momentum characterization
- Read-only ingestion (non-executing)
AI Interpretation Layer
Polarity incorporates AI models strictly as decision-support tools. The system does not generate predictions or advice. Instead, it summarizes changes in plain language and highlights anomalies to reduce cognitive load.
- Structured natural-language summaries
- Contextual explanation of transitions
- Descriptive & probabilistic outputs