Governed agent operations with continuity, attribution, and recovery.
Run autonomous systems with explicit delegation boundaries, observable execution, and clear operator intervention points.
Preserve thread across personnel changes, fragmented tooling, and recurring work that normally has to be re-explained.
Coordinate people and automation on the same substrate instead of stitching together tickets, chats, and screenshots.
Give security, platform, and operations teams evidence they can inspect rather than trusting invisible model behavior.
Auditability, attribution, access boundaries, and deployment choices designed for security review.
Continuity across agents and surfaces, with recoverable workflows and visible state instead of hidden retries.
Design-partner style deployment support, architecture review, and integration help for early teams.
If the failure mode you care about is lost context, untraceable automation, or unrecoverable agent behavior, start with the protocol and security model.