The Agent Lake: Combining AI agents with high-scale data processing | Max Agency #podcast
A vendor combines AI agent swarms with a high-scale data platform to prioritize enterprise security vulnerabilities.
“agents are actually coloring the graph over time to create more and more interesting lower high confidence edges”
A LangChain podcast guest describes 'Agent Lake,' an agentic data lake pairing long-running context-swarm agents with high-scale data processing to enrich a risk graph and prioritize the top vulnerabilities across enterprise environments with hundreds of millions of findings. It is a useful architectural pattern for combining agents with large-scale data, but it reflects one vendor's product approach rather than a broad industry signal.