Successful AI Adoption Creates a Second Rollout Companies Rarely Plan For

About three years ago, I bought my first paid AI subscription and kicked off testing what it could actually do for me. Gradually, what began as personal experimentation turned into a small internal project, then company-wide business subscriptions and, eventually, an AI rollout spanning almost every department — development, finance, legal, marketing and support. The first phase, basically, worked. Our internal development speed increased roughly fivefold within about six months. At the same...