People and productivity

How do you lead people through AI change?

Workplace conversations about AI can swing quickly between fear and exaggerated promise. Neither helps a team do better work. As a leader, you do not need to resolve every prediction about the future before examining a practical improvement. Start with your own business: its people, its customers and its everyday workflows.

Look closely at the gaps between systems and responsibilities. A tool might help with one task while leaving people to gather the inputs, transfer the results and organise the next step. Understanding those handovers is essential to knowing whether a change will actually make work easier.

Bring the people doing the work into the design. Explain the purpose, test real examples together and agree where human judgement remains essential. Ask for feedback on usefulness and workload, not just on whether the technology appeared to work in a demonstration.

At Aventine AI our focus is connecting the right systems and removing unnecessary effort around people. That does not require pretending every job will stay the same, or that every process should be automated. It requires evidence that a particular workflow is becoming more dependable, productive and useful for the people who run it.

Adapted from John Ishak's LinkedIn post of 18 September 2026. View original post

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