# Enterprise AI gains depend on a context layer, Atlan co-founder says

> Original title: Creating AI value with enterprise context

- Source: MIT Technology Review · AI
- Published: 2026-10-28T20:32:02.000Z
- Bad Influence: https://badinfluence.news/items/gxumq9gisuwtwuqbjikeocpzu
- Original: https://www.technologyreview.com/2026/10/28/1147709/creating-ai-value-with-enterprise-context/

## Summary

Prukalpa Sankar, co-founder of Atlan, says the gap between AI capability and business value is a missing context layer that tells AI how a business works. An MIT Technology Review Insights poll finds 16% of organizations are extracting transformative value from AI, while 12% have AI agents in production.