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Agent Sense | Agentic Workflows & Operational AI · August 23 · 15 min

Agent Memory is More than RAG

Season 2, Episode 1 - Agent Memory Is More Than RAG AI agents can access huge amounts of enterprise data, yet they often forget the context that matters. In this episode of Agent Sense, Monika Aggarwal and Frank Chavez talk with Ran Aroussi, founder and lead architect of MUXI, about what it takes to build useful agent memory. We discuss why storing data and using RAG does not create memory, what agents should remember, how memory can be distilled and updated over time, and why enterprise memory needs context, relationships, time, and source traceability. Ran also shares his perspective on building memory as an organizational capability, with access controls and governance built into the architecture. A practical conversation for architects, engineers, and AI leaders building agents for production. Guest: Ran AroussiFounder and Lead Architect, MUXICreator of yfinance Agent Sense is hosted by Monika Aggarwal and Frank Chavez. #AgentSense #AIAgents #AgentMemory #RAG #EnterpriseAI #MUXI

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Season 2, Episode 1 - Agent Memory Is More Than RAG


AI agents can access huge amounts of enterprise data, yet they often forget the context that matters.


In this episode of Agent Sense, Monika Aggarwal and Frank Chavez talk with Ran Aroussi, founder and lead architect of MUXI, about what it takes to build useful agent memory.

We discuss why storing data and using RAG does not create memory, what agents should remember, how memory can be distilled and updated over time, and why enterprise memory needs context, relationships, time, and source traceability.

Ran also shares his perspective on building memory as an organizational capability, with access controls and governance built into the architecture.

A practical conversation for architects, engineers, and AI leaders building agents for production.

Guest: Ran AroussiFounder and Lead Architect, MUXICreator of yfinance

Agent Sense is hosted by Monika Aggarwal and Frank Chavez.

#AgentSense #AIAgents #AgentMemory #RAG #EnterpriseAI #MUXI