The business value of generative AI does not come from novelty. It comes from helping people in sales make a better decision, reduce avoidable effort, or recognize an important signal earlier. Start with the decision, not the model Generative Ai turns instructions and context into drafts, summaries, and alternatives. That can be valuable in sales, especially around lead qualification and account preparation. The first design question should therefore be: which decision becomes faster, more accurate, or more consistent? A use case without an accountable decision owner usually remains a demo. Map the current workflow from trigger to outcome. Mark where information is missing, where people repeat manual work, and where delays create business consequences. This exposes the small number of moments where AI assistance can materially change the result. Define a narrow first use case A useful pilot has one target group, one data boundary, and one measurable outcome. For…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, synthetic data can support faster strategic learning, but only when…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, decision intelligence can support faster strategic learning, but only when…
Many companies begin their AI journey with a tool demonstration. A stronger starting point for business strategy is the work itself: identify a recurring…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, machine learning can support faster strategic learning, but only when…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, intelligent automation can support faster strategic learning, but only when…
The business value of computer vision does not come from novelty. It comes from helping people in business strategy make a better decision, reduce…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, natural language processing can support faster strategic learning, but only…
Artificial intelligence becomes useful when it improves a concrete management decision. In business strategy, AI agents can support faster strategic learning, but only when…