MIT poll finds only 16% of firms see transformative AI returns
A new MIT Technology Review Insights poll reveals that despite widespread AI adoption, fewer than one in five organizations (16%) are achieving transformative value from their deployments. The survey shows 40% report moderate gains in specific tasks or teams, while 21% see meaningful progress, leaving 23% with minimal or no returns. Most companies remain in pilot phases (38%) or use AI as…
Key points
- Only 16% of surveyed firms report transformative AI value, per MIT poll
- 40% see moderate gains, 23% report minimal or no returns from AI
- Atlan’s Sankar calls missing context the key reason AI fails in enterprises
Prukalpa Sankar, co-founder of Atlan, attributes the gap to a lack of enterprise context. He argues that AI models lack the business-specific understanding needed to drive real-world impact, comparing it to hiring a highly intelligent but blindfolded intern. A context layer—an architectural infrastructure translating business data into machine-usable intelligence—is identified as the missing piece to unlock AI’s full potential.
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