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mit tech review · October 28, 2026

MIT poll: 16% of firms get transformative AI value

only 16% of organizations surveyed by mit technology review insights are extracting transformative value from their ai deployments. most see moderate or minimal gains.

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an mit technology review insights poll found that despite widespread ai adoption, only 16% of organizations achieve transformative value from their deployments. 40% of respondents report moderate gains in specific tasks or teams, while 21% see meaningful gains. most companies are still in the early stages of ai adoption, with 38% piloting use cases and 35% using ai to assist employees. just 12% have ai agents in production. atlan co-founder prukalpa sankar notes that a context layer is needed to help ai understand business systems and unlock its potential.

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