The businesses gaining the most ground are not the ones with the most AI tools. They picked fewer and went deeper.

Embedding AI into a workflow requires process clarity first. If the process is broken, AI accelerates the dysfunction.

Customer-facing AI carries more reputational risk than internal use. The readiness bar should be higher, not lower.

Generative AI has made content creation a general business skill. Most organizations have not updated their training to reflect that.