Why Evaluation Pipelines Decide Which Agencies Keep AI Retainers

AI agents are now a baseline client expectation rather than a differentiator, so the margin has moved from building agents to proving they work. Agencies that instrument tracing, scoring, and drift detection before launch can price AI work as production-ready infrastructure; agencies that ship agents without it absorb the failure cost themselves.