AI Use Case Library

An AI use case library is a documented collection of specific ways employees in an organization have found to use AI for their work — with prompt templates, examples, and guidance for each use case. Use case libraries serve multiple purposes: they accelerate onboarding of new employees, spread successful approaches from early adopters to the broader team, and provide a starting point for employees who know they want to use AI but aren't sure how to apply it to their specific tasks. Building and maintaining a use case library is one of the highest-leverage activities for an AI champion or internal AI lead.