When factories first got electric motors, most owners did something odd. They pulled out the steam engine, bolted a motor into the same spot, and left everything else exactly as it was. Same belts. Same pulleys. Same floor layout.
Almost nothing improved. Plenty of them concluded electricity was overrated.
The motor was real. The power was real. What was missing was the redesign.
What took thirty years
Electric motors could be small (opens in a new tab). That meant you could put one on every machine: no central shaft, no belts running the length of the building, no arranging the floor around the reach of a pulley. The factory could finally be laid out by how the work flows rather than by where the power reaches.
When that happened, productivity jumped. Not because the motor had improved. Because people had changed how they worked around it.
AI is in that same moment
Most businesses bolt AI onto the process they already have (opens in a new tab) and keep everything else identical. AI writes the email faster, but the approval chain still takes three days. AI summarises the report, but the meeting where nobody reads it hasn’t changed. AI drafts the proposal, but six people still review it one at a time, in the same order.
The tool is real. The capability is real. The value arrives when the work changes around it.
The question that finds it
That doesn’t mean tearing everything apart. It means asking something different.
Instead of “how can AI do this faster?”, ask: “if AI handles this part, what should my team be doing instead?”
The second question is where the value lives. Not in the speed. In what the speed makes possible.
AI isn’t hype. But using it without changing how you work will feel exactly like it.