Predictions that work.
We transform market insights into testable predictions, systematically evaluate signal quality, and deploy resources to what demonstrates consistent performance—building proprietary prediction systems through rigorous validation.
Accountability OS
Ingest ideas across public channels. Convert talk into testable, time‑boxed predictions. Score and rank every source.
Stability‑verified backtesting
Leakage‑aware validation, robustness checks, and risk overlays. Optimize for stability—not a fragile point.
Agentic research workflows
AI-powered development workflows transform research into executable strategies. Accelerate deployment while maintaining analytical integrity and systematic validation.
Evidence → deployment
Performance-based deployment system directs resources to approaches that demonstrate proven edge. Rigorous validation unlocks deployment opportunities.