Why architecture matters

Advanced AI Architecture: Strategy, Stack & Daily Practice — lesson 1 of 20 (STAT)

95%

A widely cited MIT study found 95% of organizations saw no measurable return on generative AI, and only ~5% of custom pilots ever reach production. The difference isn’t model choice. It’s architecture — of strategy, data, and workflow.

Source: MIT Media Lab / NANDA (2025)

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