Offline and Online Agent Evaluation Before You Trust Autonomy

Golden tasks, shadow mode, and human-in-the-loop metrics.

Enterprise teams translating AI signals into production need more than a feature checklist. On Azure Kubernetes Service and OpenShift, the same themes show up as concrete platform work: GitOps promotion paths, least-privilege identity, FinOps budgets, and runbooks that on-call engineers can execute under pressure.

cloudstrata helps European organizations design and operate AI capabilities with infrastructure as code, policy as code, and measurable SLIs—from first architecture review to production. Contact us when you want these industry signals turned into a landing zone, golden path, or operated platform—not a slide deck.