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Engineering the Enterprise Knowledge & Memory Layer: A Reference Architecture for Agentic AI
Latest  Machine Learning

Engineering the Enterprise Knowledge & Memory Layer: A Reference Architecture for Agentic AI

saisubrahmanyam janapati
24 likes
July 29, 2026

Author(s): saisubrahmanyam janapati Originally published on Towards AI. Engineering the Enterprise Knowledge & Memory Layer: A Reference Architecture for Agentic AI Part 2 of 3 in a series on Agentic Memory Engineering. Part 1: The Missing Layer established that as agents scale …

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The Missing Layer: Why Enterprise AI Needs Agentic Memory Engineering
Latest  Machine Learning

The Missing Layer: Why Enterprise AI Needs Agentic Memory Engineering

saisubrahmanyam janapati
19 likes
July 26, 2026

Author(s): saisubrahmanyam janapati Originally published on Towards AI. The Missing Layer: Why Enterprise AI Needs Agentic Memory Engineering A few months ago, two of us on the same team built two agents to do the same job: classify a requirement as a …

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