Vouch API

The service provides institutional‑grade equity research generated by AI, coupled with cryptographic proof that each output is mathematically verified against official SEC XBRL data. It supplies deterministic primitives for common valuation calculations—such as discounted cash flow, weighted average cost of capital, net present value, and terminal value—so that the model never performs the raw financial math itself but instead relies on Vouch‑validated components. All financial claims, including revenue, net income, free cash flow, and EBITDA, must be checked against the corresponding XBRL fields before being presented.

Clients interact through a handshake protocol that issues trust credentials and a limited pool of “gas” units used for verification calls. The platform enforces computational prohibitions, requiring users to route any financial computation through its deterministic primitives and verification endpoints. It also records an audit trail that satisfies FINRA and SEC 17a‑4 requirements, and it offers tiered trust levels that adjust request limits and support based on an agent’s verification accuracy.

The offering is positioned for developers and financial institutions that need AI‑generated research while maintaining regulatory compliance and provable correctness of the underlying numbers. The experimental nature of the product means it is still evolving, but its core value lies in preventing AI hallucinations in equity analysis by providing verifiable, source‑backed results.