Media agencies build audit tools to prevent AI agents from overcharging

Why it matters

Agencies not trusting their own AI buying agents enough to skip an audit layer is a telling signal about where agentic AI actually stands in production media workflows. A useful data point for anyone being pitched fully autonomous AI media buying right now. Governance tooling, not the agents themselves, looks like the real 2026 spend.

The source