2 articles
Most companies are trying to bolt AI tools onto the same org chart and call it transformation. The real change is deeper: who specifies work, who reviews it, and what counts as leverage inside a modern product team.
Applied AI is pushing companies toward a new organizational model. The strongest teams will not treat models as sidekicks or shortcuts; they will design workflows where software systems own repeatable work and humans concentrate on judgment, coordination, and taste.