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Why Today's Data Architectures Break Down In The Age Of Agentic AI

Lalit Ahuja, a Forbes Councils Member, argues that current data architectures fail under the demands of agentic AI because they were designed for static analytics, not real-time autonomous decision-making. He asserts that organizations must adopt agentic architectures that can process streaming data and execute actions, or risk being left behind as AI agents become the primary drivers of business operations.

read1 min views1 publishedJul 27, 2026
Why Today's Data Architectures Break Down In The Age Of Agentic AI
Image: Machinebrief (auto-discovered)

By Lalit Ahuja, Forbes Councils MemberSource:

Forbes InnovationThe future belongs to agentic architectures that move past delivering insights and create systems capable of turning those insights into intelligent action.

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