Quant7Alpha
Hybrid AI Autonomous Trading System
Institutional-Grade Quant Fund for Retail Traders
quant7 alpha · SR 11-7 · seven principles · self-custody
what we built.
A hybrid AI architecture supervised by an agent governance framework. Two proprietary mathematical operators carry the math underneath — the ζ-Field (multi-modal density) and Λ-Vol (volatility decomposition into regime, structure, and noise). Calibrated to institutional discipline, delivered to individual traders.
- 01six systems livedigital assets · bonds · index futures · commodity futures · commodity spot · FX futures — plus prediction markets (seventh, in calibration)
- 02seven AI layersXGBoost · FinBERT · HAI Regime · Λ-Vol PDE · Network Momentum · OFI Microstructure · Path-Signature — every trade clears all seven
- 0325 supporting subsystemsconfluence scoring · regime classification · circuit breakers · MFE ratchet · Keltner trailing · ζ-Field decomposition · Hawkes-slip · conformal coverage · drift detection · ADF stationarity · …
- 0430,000+ optimized parameters96 calibrated configurations live · 112 at full roadmap · Gaussian-Process Bayesian Optimization · Combinatorial Purged Cross-Validation · Deflated Sharpe · agent-governed under SR 11-7
Every parameter is the output of the precision calibration pipeline — eight fail-closed stages from specification to a signed, independently re-derived configuration. Not hand-tuned.
explore the calibration pipelinealgorithmic trading carries substantial risk of loss. past performance does not guarantee future results. Quant7 Alpha, LLC does not custody client assets, does not provide personalized investment advice, and is not a registered investment advisor.
a founding and advisory team with 50+ years of Wall Street experience across institutional banking, top-tier hedge funds, and Big-Four risk practices · see the bench →
- 01fundopen a brokerage account or self-custody wallet. capital stays with you. always.
- 02connecttrade-scope API key only. never withdrawal. AES-GCM encrypted at rest, never logged.
- 03subscribeobserver (free, 24h delayed), founding subscriber, or institutional. every tier sees the same calibrated signals.