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Creating AI value with enterprise context

Source: MIT Technology ReviewMIT Technology Review InsightsOctober 28, 2026
Read the full story at MIT Technology Review

An MIT Technology Review Insights poll surveyed organizations using AI across multiple platforms and systems. While 100% of respondents use AI to some degree, only 16% report extracting transformative value. The largest segment (40%) sees moderate gains in specific tasks, 21% report meaningful gains, and 23% see minimal or no returns. Most enterprises are still piloting use cases or using AI assistants, with only 12% having AI agents in production and 3% using AI for most work in key processes. Gap between AI capability and organizational business value remains significant.

Key points

  • Only 16% of organizations extract transformative value from AI
  • 40% see moderate gains in specific tasks; 23% see minimal returns
  • 38% still piloting AI use cases; 12% have agents in production
  • Experts cite gap between AI capability and business context

Summary and key points written by AI from the headline and a short excerpt, so they can be incomplete or wrong. MIT Technology Review did the reporting; read the original for the full story.

Read the full story at MIT Technology Review

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