Built to be pointed at real budgets

By 2026, connecting an AI agent to your ad accounts was free — official MCPs saw to that. What nobody shipped was the layer that makes the connection grantable: caps, previews, approvals, an audit trail that survives a hijacked model.

We had already built that layer inside AI Brain Labs, because our own agents were running a real stack — Google Ads, Tag Manager, GA4 — against real budgets. That internal control plane is now the product.

Today Ducto sits between any agent and fourteen platforms behind one URL: read-only by default, caps set by policy rather than the model, every mutation previewed before it's applied, humans approving what matters, and an audit log no one can edit — including us.