Cohere publishes a guide on AI change management for enterprises, arguing that AI should be treated as an active participant in workflows rather than simply as software to be deployed.

The post outlines how organizations must redesign roles, responsibilities, and workflows to accommodate human-AI collaboration, and identifies three categories of work—verifiable, judgment-based, and hybrid—to help determine which tasks can be delegated to AI and which require human judgment.