Automating the Boring 80% of Agency Ops

Most agency operations work splits into two categories, and the split is usually more lopsided than people assume. A smaller share genuinely needs a person's judgment. A larger share is the same steps, done the same way, for every client, every time.

The test that sorts the two apart

Ask one question about any recurring task: does the outcome change based on who's doing it, or would two competent people produce the same result every time? If the answer is "it would be the same either way," it's a candidate for automation regardless of how it currently gets done. If the answer depends on judgment, it stays with a person.

Where agencies usually get this wrong

The common mistake is grouping an entire process - "client reporting," "onboarding," "content approval" - as one unit and deciding whether to automate all of it or none of it. Almost every process is really a mix: mostly repetitive steps with one or two judgment calls embedded inside. Automating the whole thing feels risky. Automating the repetitive 80% and leaving the judgment calls alone usually isn't.

Running the framework on your own task list

List the recurring tasks for one account over a normal week. Mark each one "same every time" or "depends." The "same every time" pile is almost always bigger than expected, and it's the pile worth automating first - not because it's the most important work, but because it's the lowest-risk place to start.

What this looks like once it's running

This is the same principle behind human-in-the-loop automation and the broader hiring trap - automate the repeatable 80%, keep a person on the 20% that actually needs one. See how this framework applies in practice across Automatoro's services.