Successful AI adoption lies in collaboration, not replacement

The piece argues that to realize meaningful human–AI collaboration, organizations must redesign business processes rather than simply inserting AI into existing workflows; it recommends visualizing work elements (problem definition, data collection, decision-making, dialogue, evaluation, etc.) and deciding for each step whether AI, humans, or both should be responsible.