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Shifts

Review becomes part of the work

When AI prepares the draft, a person still needs to decide whether it can be relied on.

What is already changing

Fluent writing does not establish accuracy. An insight is useful when its basis and limits can be checked.

Write acceptance criteria before handing over the task. Ask for sources and explicit uncertainties. If the evidence is missing, return the result for revision.

What this demands of you

Check sources, separate facts from assumptions and assess the result against the task criteria.

Ready to spend less time on the work that slows you down?

Let's start with a free 15–20 minute call. Tell me what you're looking to achieve, and I'll help you see where AI could make a real difference, what it would take and whether it's worth pursuing. If AI isn't the right solution, I'll tell you.

Not more AI. More value from AI. Solutions built around you, your team and your goals.