AI integration is often sold as a technical upgrade: plug in a model, automate a workflow, unlock efficiency. In reality, most AI initiatives don’t fail because the technology is weak. They fail because organizations underestimate the invisible rules governing how AI fits into human systems, cultures, and incentives.
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