Behaviour signal quality
Decision telemetry depth, correlation, and Command Centre clarity for production fleets.
Directional themes for customers and evaluators. Not a binding delivery schedule — formal commitments live in customer agreements.
Themes below describe investment areas across near-term hardening and longer-horizon capability. Dates and sequencing can change. For assurance artifacts and security review, use Trust and Security — not this page alone.
Decision telemetry depth, correlation, and Command Centre clarity for production fleets.
Lifecycle, MTTR visibility, and recovery workflows operators can own day to day.
Faster instrument → verify loops, clearer migration notes, broader framework examples.
Richer anomaly and drift detection shared by security, agent ops, and engineering.
Clearer policy authoring, audit exports, and reviewer-friendly tenancy narratives.
Guidance and product affordances for SaaS and enterprise fleet onboarding at volume.
Time-travel and decision-graph UX for complex multi-agent paths.
More turnkey integrations across frameworks, clouds, and adjacent observability tools.
Tighter links from Runtime Cases back into prompts, policies, and eval programs.
No. This is directional product communication. Binding scope and dates belong in contracts and statements of work.
Public web and platform announcements appear on the Changelog. Product application notes may also appear in-app for customers.
Start an evaluation, talk with us via Contact, or engage Enterprise AI Engineering for delivery partnerships that surface real fleet needs.
Roadmaps change — production behaviour on your agents does not wait. Start free on app.puvilabs.com.