Naysay Inference

Naysay is building a verification service for businesses that let AI agents act on their systems. When an agent changes code, updates a database or modifies permissions, the business needs evidence of what happened. An agent can report success even when an operation failed. A connection can also fail after an operation succeeded, making retries dangerous. Naysay records tool activity at a customer-controlled boundary and connects specific actions to evidence from the underlying system. Its working prototypes cover HTTP tool records, Git updates and SQLite transactions. Customers can retain signed evidence for later inspection, including whether an action occurred and whether its result still holds. The goal is to make agent failures easier to investigate, fixes easier to verify, and consequential automation easier to supervise. We want companies to spend less time reconstructing incidents and have better evidence when deciding what an agent should be allowed to do. The NAYSAY token is intended to provide access to hosted evaluations. The commercial objective is to make that access worth having by building a verification service businesses choose to use repeatedly.

Reading trades.