Insights

Ideas and analysis on transformation.

Analysis of transformation, organizational capability, AI, change, and the conditions that shape whether transformation works as intended.

AI and the Future of WorkTransformation StrategyOrganization and CapabilityChange and AdoptionCDTF Applications

AI and the Future of Work

AI Is Not a Coworker, a Teammate, or an Assistant. It’s a Tool.

Organizations evaluating AI systems need to consider how their design affects the way employees interpret authority, exercise judgment, and understand responsibility.

Published 2026-10-0839 min read

AI and the Future of Work

The Problem With AI Strategies Built Around Headcount Reduction

A productivity estimate can tell management that some tasks may require less human effort. It cannot tell management what the organization should do with the capacity that becomes available.

Published 2026-09-1920 min read