Productivity changes how work gets done. Capability changes what the enterprise can do next.
AI can make an engineer, an analyst, and a manager faster. But faster individuals don’t automatically create a more capable organization.
The real test comes after the work is finished.
Did the knowledge survive? Did the next team start further ahead? Did experience become reusable?
AI improves work. Enterprise Intelligence improves the organization.
https://primamachina.substack.com/p/ai-improves-work-enterprise-intelligence