Sapien Roadmap: Proof of Quality for AI

Most AI failures are not “mystery bugs.” They are predictable outcomes of unverified judgments made somewhere in data capture, evaluation, or review. Proof of Quality is built to make those judgments auditable and accountable.

Today we are publishing the Sapien roadmap so builders can see exactly what is being shipped, when, and why. It is organized around one goal: make Proof of Quality a drop in primitive for any AI pipeline: Sapien.io/roadmap

Q1 is about hardening the core and shipping the developer surface area. The protocol needs to be stable, inspectable, and predictable before it is scalable.

If you are building systems where “trust me, bro” is not an acceptable quality guarantee, join the waitlist to get early access or email [email protected] if you want to build with the team.