Field notes · 2025-08-19

The first week with an AI assistant

Nothing gets automated yet

The most useful first week with AI in a business involves almost no AI. It is observation. Where do the hours go, which tasks repeat, which ones get resented, which ones get skipped when things are busy. You cannot automate what you cannot describe, and most businesses have never had a reason to describe their own routine.

So the first deliverable is not an automation. It is a list: every recurring task, who does it, how often, and roughly how long it takes. Most owners are surprised twice reading that list. Once by how many items there are, and once by which ones eat the most time.

The unwritten steps

Take any task a person has done for years and ask them to write down the steps. The first draft is always wrong, not because they do not know the job but because half the job is invisible to them. The exception they handle without thinking. The customer who needs different wording. The one report that needs a fixed number checked first.

Week one is where those steps get written down. This is slow and slightly annoying and completely unavoidable. Every automation that fails in month two fails because of a step that never made it onto paper.

Picking the first target

By the end of the week the list gets ranked, and the ranking is simple:

  • Frequent beats rare: a daily 10-minute task outranks a monthly hour
  • Resented beats tolerated: the task someone hates is the one they will happily hand over
  • Low stakes beats high stakes: the first automation should be one where a mistake is an inconvenience, not a crisis

Why this order matters

Starting with observation instead of tools means the first automation lands on something real, gets used from day one, and builds the trust you need for the bigger ones. Skipping the week of watching is how businesses end up with a chatbot nobody asked for. If you want the ranked list without doing it yourself, that is what the audit is.

Get started

The audit answers this for your business

Two weeks, $2,500 flat ($1,000 for the first three clients), and you get the map of your own automatable work with dollars on it.

Goes straight to Jake, nobody else. How your info is handled.

hello@odonnellai.com 781.534.0355 Charleston, SC · on-site across the Southeast