Imagine AI Podcast

← Imagine AI Podcast2 Oct 2025 · 26 min

Building AI-Driven Organizational Memory w/ Knowledge Graphs | Daniel Cohen Dumani of Experio Labs

Building AI-Driven Organizational Memory w/ Knowledge Graphs | Daniel Cohen Dumani of Experio Labs2 Oct 202526 min

Join Daniel Cohen Dumani, founder and CEO of Experio Labs, as he reveals how knowledge graphs and Graph-RAG - an AI method that organizes information by understanding the relationships between data points - are transforming fragmented data into precise, explainable insights. Learn why traditional AI search often fails and discover actionable frameworks to implement AI-driven organizational memory in your enterprise.(0:00) – Introduction & Overview: Daniel Cohen Dumani on AI-driven business insights(1:23) – Why Businesses Struggle with AI Insights(3:34) – Knowledge Graphs: Organizing Data for Richer Context(9:44) – Retrieval Augmented Generation (RAG) & Graph-RAG Explained(17:59) – Experio AI: Real-World Applications for Consulting & Professional Services(24:56) – Closing Thoughts & How to Connect