Before adding AI to a workflow, evaluate predictability, complexity, and risk. Not every business problem needs AI. Sometimes the right answer is a database query. Sometimes it is a script, a clearer process, or a better way to apply rules you already understand. The question is not, “Can AI do this?” It is, “Is AI…
For the last few years, much of the AI conversation has focused on models. Which model is smartest? Which one has the largest context window? Which one is fastest? Which model is best for coding, reasoning, images, research, or writing? Those questions still matter, but I think we may be entering a stage where another…
The chatbot was only our introduction. The real transformation begins when AI becomes a partner in our everyday work. For the past several years, nearly every major AI conversation has revolved around intelligence. Those questions still matter, but I increasingly believe they are no longer the most important ones. The more interesting question is: How…
