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Connecting AI agents to enterprise knowledge

MIT Tech Review MIT Technology Review Insights October 5, 2026
Connecting AI agents to enterprise knowledge
AI Summary— plain English for professionals

# AI Systems Need to Understand Your Company's Context to Actually Help You Companies are deploying AI agents to handle tasks, but these systems often fail because they don't understand how your specific business works—they have raw data but no grasp of what it means in your organization. Think of it like hiring someone who can read your financial spreadsheets but doesn't know your industry, customers, or how your company actually operates. The real challenge is connecting AI agents to your company's specific knowledge so they can make smart decisions, not just process information.

For all the data that AI systems continually amass and analyze, enterprise AI agents often suffer from a curious shortcoming: a lack of knowledge. More than data, knowledge is the understanding of what the data means in the context of individual organizations. AI agents need this understanding to re

Read full article on MIT Tech Review

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