Everyone Wants AI. Nobody Wants the Architectural Changes It Requires.

Everyone wants AI in their product. Automated decisions, smarter workflows, predictive insights, competitive advantage. What almost nobody wants is the architectural work that makes AI viable in production. That mismatch is why most AI initiatives quietly stall after the demo.

Most AI initiatives quietly stall after the demo. Here's the architectural work that makes AI viable in production โ€” and why teams resist it.

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