Most company projects using artificial intelligence are built on a simple money mistake. They start with tiny tests that look cheap because you only pay a few cents at a time. But when you try to give those tools to everyone at the company, the bill can suddenly jump by hundreds of times, turning a fun experiment into a serious problem.

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The project discovery phase is designed to set up IT projects for success. Yet, in practice, discovery frequently fails to deliver—leaving organizations with projects beset by unclear objectives, blown budgets, and mediocre outcomes. Understanding why this happens, what the real-life consequences look like, and how to fix it can be transformative for any business relying on technology. ​ What is The Project Discovery Phase? Project discovery is the structured process of clarifying goals,...