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AnnouncementAWS Machine Learning Blog6 November 2026

AWS shows how to give all your AI assistants one controlled door to company data

Why it matters

Companies running several AI agents can enforce data permissions in one place instead of rewriting for every new agent or dataset.

Ask your team

Do our AI agents each carry their own data-access rules, and who checks that those permissions still match?

What happened

AWS published a guide to running a shared gateway on that lets AI agents query a company's data lake. Without it, each agent carries its own custom data-access code and its own permission checks.

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Impact on Enterprise IT · AI & developer tools

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