Architecture

A modular system designed for reliability, adaptability, and scale.

Real-time ingestion from major prediction market venues with unified normalization across heterogeneous data formats.

Filtering and gating to remove noise, ensure data integrity, and focus analysis on high-quality market opportunities.

AI-driven analysis identifies structural mispricings, probabilistic divergences, and cross-market arbitrage opportunities.

Systematic position sizing, portfolio constraints, and continuous exposure monitoring with configurable risk limits.

Signal validation, execution infrastructure, and comprehensive observability for performance tracking and system health.

Design Principles

Independent components with well-defined interfaces enable rapid iteration.

Graceful degradation, comprehensive monitoring, and automated recovery.

Full visibility into system state, signal flow, and performance metrics.

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