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GenAI divide

AI concepts

Observed gap between organizations that extract real value from generative AI and those stuck in pilot purgatory—driven by data, governance, and workflow integration more than model choice.

The GenAI divide widens as leaders compound learning (evals, platform, governance) while laggards keep piloting. Crossing the divide usually means investing in the non-model parts: data, workflow, and change management.