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Roughing down: 12.0 mm to remove, chisel versus plane
From carpentry to AI

You don’t rough down with a chisel

In a workshop some things are basic, such as every tool having its moment.

The plane, for roughing down. The chisel, for precision.

You can take 12 mm off a board with a chisel. But it will cost you the whole afternoon, the result will be worse, and you will end up nicking the tool.

“You don’t rough down with a chisel.”

With digitalisation and AI we forget something just as obvious: we pick the tool before the goal.

We start by asking “where do we put AI?”, when the question is “what are we trying to achieve?”.

  • Sometimes AI is the best answer.
  • Other times it is putting the data in a single digital repository that everyone uses.
  • Or standardising, with an operations system, a process that everyone does their own way.
  • Or simply sitting down with the team.

When you use AI where it does not belong, the same thing happens as in the workshop: it costs more, the result is worse, and you end up nicking the tool.

AI is an extraordinary tool. But it is still a tool.

The goal first. The tool after.

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