What AI Adoption in Global Firms Really Looks Like | INSEAD Knowledge

You bought the AI tool. Paid the monthly fee. Nobody opened it after week two. That's not a you problem. That's a sequencing problem. Most business owners skip the most important step: defining what

You bought the AI tool. Paid the monthly fee. Nobody opened it after week two.

That's not a you problem. That's a sequencing problem.

Most business owners skip the most important step: defining what AI is actually supposed to do before buying anything. INSEAD research on global firms confirms it — the companies getting real results from AI aren't the ones with the biggest budgets. They're the ones who got specific first.

Not "we want to use AI." But "we want AI to handle this one task, for this one team, measured by this one number."

That single shift changes everything. It turns a vague $10K gamble into a focused 30-day experiment with a clear pass or fail line.

Here's the one thing you can do this week: Pick your most repetitive 20-minute daily task. Write down exactly what inputs go in and what output you need. That document is your AI brief — and it costs nothing to create.

No system changes. No new hires. No code.

Just clarity before commitment.

What's the AI tool your team was supposed to use but quietly abandoned — and looking back, what was never clearly defined about what it was meant to solve?

#AIStrategy #SmallBusiness #BusinessOperations #AIImplementation

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integrate AI in ways that continue to develop human capability. The implication for leaders is simple but important: Before scaling AI, define it ...