AI projects can begin with a demo, a model, or a tool. The projects that create real value begin somewhere more grounded: with a decision that matters. Which decisions are repeated often, take too long, or depend on information people struggle to connect?
Starting with the decision gives the team a clear measure of success: will someone make a better, faster or more consistent choice because this system exists? It also reveals when AI is not the answer—and that is just as valuable.
Technology then becomes a design choice, rather than the starting point. You can define what information is needed, where human judgement remains essential, and how the result will fit into the everyday workflow.
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