ROI, budgeting, cost models, and financial risk assessment.
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AI implementation costs more than the API fees. Understand the real budget: infrastructure, talent, iteration cycles, and the hidden costs that catch teams off guard.
Most AI pilots fail. Here's why—and more importantly, what to do about it. Common failure patterns and recovery strategies from real enterprise projects.
We spent $50K building an AI solution for a problem that didn't need AI. Here's how to recognize when traditional approaches are the better choice.
AI can't fix a broken process—it amplifies it. Learn why process mapping is essential before any AI implementation, and how to do it right.
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