As we move deeper into AI transformation, there is a growing tendency to focus on the obvious productivity gains. Generative and agentic AI are clearly changing how work gets done.

The first challenge for most software companies is getting a product to market. The second, and often more difficult, is evolving once you’re live. As software becomes more usage-based and AI-driven, ...