Trend Shift 1: AI adoption moves from piecemeal pilots to a double transformation

Summary

The first of McKinsey's nine organizational shifts concerns how companies bring AI into their operating model. Experimentation is now almost universal, with 88 percent of organizations trying AI, yet 81 percent report no meaningful gain on the bottom line. McKinsey reads this gap as the cost of treating AI as a set of isolated pilots or a plug-and-play tool. Its prescription is a double transformation in which technology change and organizational change proceed together, so that work across functions and workflows is redesigned rather than automated piece by piece. The payoff, in this view, comes from lifting collective performance, and organizations that redesign whole domains see the largest earnings impact.