Entity intelligence for any company, market, or question — not a chatbot that answers once, but a system that synthesizes with sources, turns each run into a reusable artifact, and watches for change later. Five-surface app + deep-work Workspace, Convex state, and a hosted public research MCP (npx nodebench-mcp).