Product AI became easier to test and integrate

Persistent evaluation cases and a public request path created two early foundations for governed workflow delivery.

What changed

• Evaluation cases can be saved for repeatable review.
• A public request path can run a declared AI use case through a controlled interface.
• Streamed responses make an integration outcome easier to observe in the product.

Why it matters

Teams can start with one testable use case and one integration path rather than an undefined AI programme.

Scope: A public interface still needs product authentication, authorization, rate controls, and rollout review.