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Rebuilding the data stack for AI

MIT Tech Review MIT Technology Review Insights April 27, 2026
Rebuilding the data stack for AI
AI Summary— plain English for professionals

# The Real AI Bottleneck? Your Company's Data, Not the Technology While businesses are excited about AI's potential, they're hitting a wall: their data is a mess. Companies can't effectively use AI tools unless they first organize, clean up, and properly manage all the information scattered across their systems—which is turning out to be harder and more important than actually buying the AI software itself.

Artificial intelligence may be dominating boardroom agendas, but many enterprises are discovering that the biggest obstacle to meaningful adoption is the state of their data. While consumer-facing AI tools have dazzled users with speed and ease, enterprise leaders are discovering that deploying AI a

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