Human Agency has 15 full-time people. We coordinate across 8 active enterprise clients at once, run 3 internal ventures, and ship production AI systems weekly. A year ago that would have required an operations team. We don’t have one. Here’s how the leverage actually works.
Where does headcount actually go between 15 and 50 people?
The dirty secret of firm scaling is that most of the headcount you add between 15 and 50 people goes to coordination rather than client work. Status updates. Meeting follow-ups. Tracking who committed to what. Making sure the thing someone promised in Tuesday’s call actually shipped by Thursday.
That overhead is real and it compounds. The bigger you get, the more of your best people’s time gets eaten by coordination a sharp junior could handle, if you could afford one for every project, every client, every workstream. We couldn’t, so we built a different approach.
What’s the actual stack?
Slack is where work lives. Asana is where it’s tracked. Otter records every call. GitHub tracks every PR. Google Drive holds every document. WorkClaw connects all of it and acts on what it finds.
When a meeting ends, it reads the Otter transcript, creates the Asana tasks with owners and due dates, and drafts the follow-up before anyone opens their inbox. When a pull request sits unreviewed for 48 hours, it surfaces it. When someone asks “where are we on the client deliverable,” it pulls from Asana, Slack, and Drive and answers in seconds, with sources.
How do you scale without adding an ops team?
You automate the coordination layer instead of hiring for it. That’s the whole move. Fifteen people end up operating with the follow-through precision of fifty, because nothing falls through the cracks. Senior people spend their time on judgment and relationships instead of chasing status. New team members get up to speed in days, because the institutional context is queryable rather than locked in someone’s head.
The leverage came from putting an agent on the part of the job that was never the reason anyone was hired. That’s the whole game for a small firm: keep your people on the work only they can do, and let the coordination run itself.
WorkClaw deploys on your own infrastructure: Slack, Asana, Otter, your cloud. See how it works or start a pilot.