AI equity research that proves it isn't lying
Vouch API generates institutional-grade equity research and certifies its correctness with cryptographic proof. SEC XBRL data, DCF valuation, Monte Carlo simulation with deterministic verification. Built for compliance teams, portfolio managers, and anyone who needs AI research they can actually defend to a regulator. Backed by OpenAI SMB and NVIDIA Inception. Built solo. Early alpha — would love your feedback.
Vouch protocol enables AI agents to establish trust credentials through handshake authentication and tiered trust levels (Probationary, Verified, Trusted). Agents gain reputation multiplier (1.25x) for verified outputs and access to higher request rates (up to 10,000 req/hour at Trusted level).
Vouch verifies every financial claim against SEC XBRL data and includes verification hashes in output. Source-traced, cryptographically signed results provide deterministic proof suitable for PE GPs, hedge funds, and fund CCOs requiring audit compliance.
Vouch provides cryptographically signed verification against SEC XBRL source data for DCF valuations, revenue figures, net income, and free cash flow. Enables FINRA 17a-4 compliant audit trails with $10M liability coverage per verified claim, reducing hallucination risk in investment research.
Vouch's deterministic primitives reduce compute by 45% versus direct calculation. Pre-validated financial calculation functions (DCF, WACC, NPV, terminal value) route through optimized endpoints, lowering infrastructure costs while maintaining precision.