Which work should you hand to an AI agent first?
The usual mistake is to start with the most impressive-sounding task. The one that pays back fastest is almost always duller than that, and you can identify it in an afternoon without buying anything.
Domande e risposte
What makes a task a good first candidate?
Three things at once: it happens often, it has a right answer someone could check in under a minute, and nobody enjoys it. Frequency is what turns a small saving into a real one, checkability is what lets you trust the output quickly, and the third is why the change will actually stick.
What should I not start with?
Anything rare, anything where being wrong is expensive and hard to notice, and anything that is really a disagreement between people wearing a process as a disguise. Automating a broken process makes it broken faster.
How do I find the task without running a whole audit?
Ask the people doing the work what they did more than five times last week that they would not miss. You will hear the same three or four things. That list is better than any process map, because it is the work as performed rather than the work as documented.
Which departments usually have the easiest first win?
Support and finance, because the work is high-volume and the right answer already exists somewhere — in a knowledge base, in last month's ledger. Marketing and research pay back too but are harder to check, so they make a better second step than a first one.
How long before it is worth anything?
You should know within a week. Run the agent alongside the person doing the task and compare. If it is not clearly useful after five or ten real inputs, the task was wrong or the agent was — either way, stop and pick another rather than tuning it for a month.
Should I automate the whole task or part of it?
Part of it, nearly always. The largest reliable win is taking the reading, sorting and drafting off a person and leaving them the decision and the send. That split also keeps a human accountable for the outcome, which is where you want accountability to sit anyway.