Sovereign Alpha is a private AI agent council that reasons over a hedge fund's proprietary internal data to find alpha opportunities Three specialized agents work together: - Analyst — reads private fund data, finds alpha - Risk Manager — absolute veto power, verifies ZK proofs - Auditor — logs every decision immutably on blockchain Every decision generates a real cryptographic proof proving it followed fund policy without revealing private data, model weights, or trading strategy.