Many companies begin their AI journey with a tool demonstration. A stronger starting point for business strategy is the work itself: identify a recurring decision, define the desired outcome, and then assess whether knowledge assistants is the right capability. Start with the decision, not the model Knowledge Assistants grounds answers in approved internal information. That can be valuable in business strategy, especially around a quarterly portfolio review. 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,…
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…
The business value of predictive analytics 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, generative AI can support faster strategic learning, but only when…
Artificial intelligence is no longer limited to data scientists, tech startups, or research labs. It is becoming the core productivity engine for every profession:…