What electricity teaches about AI
When electric motors arrived, factories installed them in place of the steam engine and changed nothing else. The motor turned the same central shaft, the same belts drove the same machines, laid out in the same rows. Productivity barely moved for decades. Most companies are installing AI the same way.
The two ways to install a motor
The first way kept the old layout: one big motor replaced one big steam engine, and power still travelled through shafts and belts across the building. The machines stayed where the shaft forced them to be.
The second way gave each machine its own small motor. Suddenly the machines could go anywhere. Factories were redesigned around the flow of work instead of the flow of power: single-storey buildings, machines in the order of the process, light and space where the shafts used to be. That redesign, not the motor, produced the jump in output.
The same mistake, a century later
A company that gives every employee an AI assistant and keeps its processes, approvals and departments unchanged has installed one big motor on the old shaft. Each person writes faster, summarises faster, searches faster. Then the work waits in the same approval chain, the same weekly meeting, the same hand-off between departments. Individual speed goes up. Delivery time does not.
The sign is easy to spot: tasks are done several times faster, but a customer order, a quote or a month-end close takes as long as before.
Redesign the floor
The question is not which AI tool to buy. It is how the work would be organised if it were designed today, knowing what software can now do. Which steps exist only to move information between people? Which approvals exist because nobody could see the whole picture? Which hand-offs disappear if one system holds the data and every role works on it?
Start with one process that matters to customers. Draw how it runs today, step by step, with the waiting time between steps. Then draw it again as if you were starting the company now. The difference between the two drawings is where the gains are.
The motor was never the point. The floor was.