Insurance, Legal, Manufacturing - How Previsant Connects AI Agents and Context Graphs Across Domains with Memgraph

AI applications rarely fail because teams lack tools. They fail because the tools stay disconnected. Documents live in one system, structured data in another, agents run in separate workflows, and lineage is hard to trace.

In this Community Call, Previsant joins Memgraph to showcase how its Adaptive Intelligence Platform connects unstructured documents, structured data, AI agents, MCP, vector retrieval, and Memgraph across multiple domains.

You'll see live demos covering insurance claims research and cross-system data lineage, including how extracted entities and relationships are stored in Memgraph, how document chunks remain in ChromaDB, and how hybrid queries combine both layers.