Agency AI Systems: A Practical Checklist for Owners

Most agencies grow the same way: revenue goes up, so headcount goes up. A new client means a new account manager, a new set of status decks, a new pile of Slack threads. That model works until it doesn't, usually around the 15-20 client mark, when owners realize they are managing people who manage spreadsheets instead of managing outcomes for clients. Agency AI systems exist to break that ratio. This piece is a working checklist for owners who want to test whether their agency is ready to run on one, and how to roll it out without upsetting the clients who are already happy.