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Why is AI adoption and change management important?
Because even strong AI systems fail commercially if teams do not trust them, understand them or change behavior around them.
Many organizations underestimate the human side of AI rollout. But adoption, enablement and role clarity are often what determines whether the system becomes part of daily work.
Change management turns an interesting pilot into a repeatable operating capability.