← Soveran Capital
Soveran Capital, under the hood.
Soveran Capital is a disciplined capital-execution platform. Strategies are discovered, validated, sized and retired through a governed lifecycle. Deterministic logic makes every per-trade decision, and AI works above the loop on research and oversight.
// how it works
- Discover edgesResearch produces candidate edges, tracked as first-class inventory. One edge can power many strategies.
- Validate honestlyLocked hold-out data, deflated Sharpe ratios and minimum-sample rules separate real edges from noise.
- Size in stagesVolatility-targeted sizing with hard caps, plus shadow-Kelly logging from day one.
- Govern continuouslyA Reality Gap Engine compares live results to expectations and pulls capital automatically when they diverge.
// ai inside
Research at machine scale, judgment by design.
AI generates hypotheses, reviews performance and flags anomalies. Deterministic systems decide, size and execute.
- Hypothesis generation
- Performance review and anomaly flags
- Human-governed promotion of strategies
// trust and security
- Hold-out data that's never touched during research
- Pre-registered criteria for every lifecycle decision
- No performance claims until audited results exist
// connects to
// facts
v1.1Architecture, locked after a multi-model review
17Settled architecture decisions on record
0Language models inside the per-trade path
// questions worth asking us
A due-diligence checklist built from this page. Bring it to a call, or print the page.
// honest status
Soveran Capital is in development. It is not yet released, and what you read here describes the plan.
