It Was Never the Tool. It Was the Brief.
In 1864, Charles Babbage recorded a complaint. Twice, he wrote, he had been asked by parliamentarians — once in each House — whether, if you put wrong figures into his calculating machine, the right answers would come out. He replied that he was not able rightly to apprehend the kind of confusion of ideas that could provoke such a question.
A hundred and sixty years later we have machines Babbage could not have imagined, and we are still asking his question. We have simply stopped noticing that we are.
Global mobility teams have spent two years being told that AI will transform the function. Many have tried it. They have typed a short instruction into a box, received a generic summary of a policy they wrote themselves, and concluded the technology was oversold.
The conclusion is understandable and it is wrong. The variable was never the model. It was the brief.
The difference between people getting real value out of these tools and people getting filler is rarely the tool. It is the quality of the input — and that is a learnable skill, not a technical one.
Five things change the output immediately.
Brief it the way you would brief a new joiner. Nobody tells a first-day hire to "sort the tax thing", so give the role, the situation, the constraints and the audience.
Say what good looks like. "A one-page note a CFO will read" produces something entirely different from "explain this".
Show it a single example of a strong output. That teaches more than three paragraphs describing one.
Ask it to interview you before it answers. "What do you need to know first?" is the fastest way to learn what a good brief contains.
Treat the first response as a draft rather than a verdict. The value usually arrives on the second or third pass.
None of this requires a course or a licence. It requires the discipline of asking properly, which mobility professionals already practise every time they turn a vague request from the business into a workable instruction.
The people who get the most from AI over the next two years will not be the ones with the best tools. They will be the ones who got good at asking.




