Running an entire agency's delivery
as an AI workforce.

This is the engagement the whole FlowClaw model was built for. A marketing agency came to us delivering for dozens of clients, with a team stretched across every function at once. We didn't hand them a tool — we built an AI workforce that runs their delivery across roughly 43 client accounts, in nearly every service they offer.

The problem

Agencies scale delivery on people, and people don't scale cleanly. Every new client multiplied the same work: SEO to run, websites to update, social to post, ads to launch, and a constant stream of client requests landing by phone and email that someone had to catch, understand, and route. The team was doing everything, everywhere, all at once — and growth meant hiring, which meant margin evaporating.

What we built

A coordinated set of AI employees, placed inside the agency, each owning a function and running it across the client base:

• SEO team — managing search for around 20 SEO clients: research, keyword work, content, and the ongoing effort of pushing rankings higher, run per account.
• Website management — building and managing roughly 22 client websites, taking in change requests and shipping them instead of queuing them.
• Social media management — content and posting handled across the client roster.
• AI receptionist — inbound calls answered in the agency's name, qualified, and routed.
• Custom client-request employee — the piece that ties it together: a bespoke AI employee that fields the agency's clients directly. When one of their clients needs a change to their website, an addition to a page, a tweak to social content, or a new Facebook or Google ad launched, this employee takes the request, routes it into the right workflow, and gets it executed.
• Paid ads & keyword research — ad launches across Facebook and Google, backed by keyword research, run as a service across accounts.

Why it matters

The agency stopped being capped by headcount. Delivery that used to require a person per task per client now runs as a workforce that doesn't queue — with the agency's team moved up into review, strategy, and the client relationship. It's the clearest proof of the core FlowClaw idea: an AI employee for every role, placed inside a real business, doing the work across scale that people alone couldn't hold.

How it's structured

Every automation is human-in-the-loop by design. The AI employees produce, execute, and route; the agency approves what needs judgment and owns every client relationship. That's what lets it run across dozens of accounts without the quality drift that kills automation at scale.