Lessons Learned from a GenAI Adoption Journey

Artificial Intelligence Change Management Communications Management

Maria Hrabikova

Community Champion

Ricany U Prahy, Prague, Czechia

The adoption of GenAI represents a significant shift in behavior as companies embed it into their processes. While new tools are part of this change, the deeper transformation lies in rethinking how daily work is performed and how ways of working evolve. Critically, this change happens at the individual level: people have different motivations (WIIFM – What’s In It For Me) and distinct barriers when it comes to adopting GenAI (tools).

What are your lessons learned from the GenAI adoption journey?

Thank you,

Maria

Posted: Jan 20, 2026 5:25 PM

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Maria Hrabikova

Community Champion

Ricany U Prahy, Prague, Czechia

Jan 24, 2026 6:54 AM

Replying to Dr. Arun Kumar Singh

...

My biggest learnings from GenAI adoption:
• Start with work, not tools – map daily tasks and insert AI where it removes pain.
• Make WIIFM tangible – time saved, better quality, less cognitive load.
• Enable, don’t mandate – curiosity drives adoption more than policy.
• Leadership behavior matters – when leaders use it, teams follow.
• Trust and guardrails are critical – clarity on what’s allowed builds confidence.

Thank you, Arun.
I agree with your points, in particular, that curiosity drives adoption more than policy. When people are encouraged to explore, experiment, and learn, adoption occurs more naturally.

Posted: Jan 24, 2026 11:34 AM

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Lessons Learned from a GenAI Adoption Journey

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