Over the last few months a pattern has become hard to ignore. The businesses getting the best results are not the ones using AI to do more. They are the ones using it to strip out work nobody really wanted to be doing in the first place.
It is a less exciting proposition, and it is considerably easier to land.
What it actually looks like
We worked with a company where the managing director now starts the day with a short, prioritised list instead of a wall of tasks. The work of deciding what mattered most had always been done — it was just being done at seven in the morning, by a person, on instinct, before the actual job could start.
We have helped two sales teams replace the daily what-has-changed conversation with a pipeline update that is already waiting when they arrive. The meeting existed because the information did not. Once the information turned up on its own, the meeting quietly stopped being necessary.
Neither of those is a dramatic story. Neither would make a headline. Both were adopted immediately, and both are still running.
Why the quiet ones stick
Adoption is where most of this work dies, and subtraction sidesteps the usual reason. Nobody defends a chore. When the first thing a new system does is remove something you resented, you do not need to be persuaded to use it — you need to be stopped from asking for more.
Compare that with arriving to announce a capability. Now somebody has to find time to learn it, fit it into a week that was already full, and take the risk of being the person who championed the thing that did not work. That is a much bigger ask, and it is usually made of the people with the least room to absorb it.
There is a fear framing around all of this that does not match what we see in the room. In the cases above nobody's job went anywhere. What went was the half hour before the half hour: the assembling, the chasing, the checking of what had moved overnight. The time came back, and it went into the work those people were actually hired to do.
The useful question is not what could this do. It is which recurring piece of work in this business does everybody quietly resent, and could it simply stop being a person's job.
The answers tend to be unglamorous, cheap to build, and adopted the same week.