Six Elements of Resilient AI Orchestration Platforms
InfoWorld, Wednesday, October 28th, 2026
InfoWorld outlines six elements of resilient AI orchestration platforms for managing agents at scale, from evals to runtime governance.
Isaac Sacolick writes that as organizations scale to thousands of AI agents, orchestration platforms become a central control plane.
He identifies six elements of resilience: measuring outcomes and business value, running evals before deployment, establishing runtime governance, standardizing decision observability, enabling flexible operations, and improving the context layer.
Measurement tracks AI cost alongside business metrics, evals serve as continuous testing for agents, and runtime governance applies access controls and policy checks as agents act.
Observability should capture reasoning, tool calls, and handoffs, and flexible operations include model routing, rollback, and resuming failed workflows, with human review and kill switches for oversight.