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Building Organizational AI Capability: From Individual Heroes to Repeatable Processes

A few people in the company being great at using AI does not mean the organization has AI capability. This article is about turning personal experience into organizational assets: capability inventory, seed users and a three-stage rollout path, consolidating personal prompts into a skill library and a template library, tiered training and documentation, and the dimensions and common failure modes for measuring whether it really landed.