Most marketing teams scale by adding people. This one scaled by building a system. What started as a way to keep content flowing without hiring became a full production pipeline: a set of autonomous agents, orchestrated through a custom Anthropic API integration, that take the work of an entire content function and run it on a monthly cadence with a single human approval gate at the end.
The architecture is deliberately simple to describe and hard to build well. Three input streams feed a central orchestrator: live market signals, a body of brand knowledge encoded as Claude Skills, and real search performance data. The orchestrator assembles that into a shared context, enforces one consistent brand voice, and dispatches structured briefs to two specialist agents — a Social agent and an SEO agent — each running on its own schedule. Everything they produce routes to a human for approval before anything publishes. Nothing goes out without sign-off, which keeps the speed of automation without giving up editorial control.
The result is the part that matters to a business: the same output that previously required a seven-person function, produced by two agents running monthly and autonomously, removing roughly $520K in annual overhead. It's not a prototype or a proof of concept. It's a live system doing real work.
The diagram below shows the full system architecture, end to end.