When we start a roadmap we ask to see the software bills. The pattern is consistent enough to predict: three or four AI subscriptions, signed up for by different people, at least two doing roughly the same thing, and usage that tails off after the second month. Nobody is embarrassed by this. It is what happens when good tools are cheap and easy to try and nobody has decided what they are for.
The cost is not the subscriptions. It is the belief, after a few months of this, that AI does not really work for a business like yours. It does. It just does not work as a tool looking for a task.
Tools solve the problem they were built for
A transcription tool transcribes. A writing assistant writes. A chatbot answers questions on a website. Each is good at its thing. None of them knows that your Tuesday problem is that the phone rings while the desk is busy, or that quotes sit unanswered for a week, or that the same three questions arrive by email every morning. That knowledge lives in your business, and no tool arrives with it.
So the tool gets used for whatever is nearest to hand, which is rarely the thing that would save the most time, and it quietly becomes another tab nobody opens.
Start from the job
The alternative is unglamorous. Write down the jobs that eat the week. Put a rough hours-per-month against each. Pick the top two. Then ask what would need to be true for a piece of software to do that job well: what it would need to see, which systems it would need to touch, what it must never do without asking, and how you would know it was working.
Very often the answer is not a tool at all but an agent built around the job, connected to the phone, the inbox, the calendar and the accounting package you already run. Sometimes the answer is a tool you already pay for, configured properly. Occasionally the answer is that a person should keep doing it. All three are better outcomes than a fifth subscription.
A test before you buy
Before signing up for anything, we suggest one question: which job in the business will this do, start to finish, without a person stitching the steps together? If you cannot name the job, do not buy it yet. If you can, write the job down in a paragraph and check the tool against it before the trial ends.
It is a small discipline and it saves a surprising amount of money. It also tends to reveal that the jobs worth doing are more specific than any general-purpose product, which is exactly why they are still being done by hand.
What we do with the four subscriptions
Usually we cancel two, keep one, and put the fourth on the list of things to revisit. The money saved covers a good part of the first agent. That is not the point of the exercise, but it is a satisfying place to start.