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Writing · July 2026

The first thing an agency should automate.

It is not the flashy AI thing. It is the boring task your team repeats every single week.

When agencies ask me what to automate first, they usually want the exciting answer: an AI agent, a chatbot, something they can put in a case study. The honest answer is more boring and worth a lot more money. Automate the task your team does every week, hates, and does the same way every time.

For most agencies that is reporting or onboarding. Neither is glamorous. Both eat a real chunk of a real person’s week, every week, forever. That is exactly why they are the right place to start: the cost is recurring, so the saving is too.

The math is simpler than people expect

Take one task. Multiply the hours it takes per week by your team’s hourly cost. That is what it costs you every month, in perpetuity, to keep doing it by hand. A good automation removes most of that, not all of it, but most. Run that number on your three most repetitive tasks and you will usually find one that pays for the whole build in a couple of months.

This is the opposite of how automation gets sold. The pitch is usually about the future and the wow. The value is almost always in the present and the boring.

How to find yours

Ask your team one question: what did you do this week that you also did last week, the exact same way? The answers are your candidates. Rank them by hours, not by how impressive they would look automated. The dullest, most repeated one is almost always the right first build.

Start there, ship it, feel the week get lighter, then move to the next. Automation compounds. The first one funds the second, and by the third your team is spending its time on the work clients actually pay for, instead of the admin around it.

I build the systems behind this for agencies. If something here maps to a problem you have, tell me what you'd build and get a scope back in seconds.

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