From fragmented sources
to structured intelligence
ClearGraph gives language models the industry-specific nuance they're missing. The knowledge that defines an industry — filings, deal histories, owner profiles, market activity, and the relationships between every player — lives in fragments. We turn those fragments into a canonical, citation-backed layer and deliver it to both public and private LLMs.
Sources
Case studies Court records Web data Owner profiles Sales data Market activity Entity relationships
ClearGraph
Surfaces
Anthropic OpenAI Harvey AI Bloomberg Westlaw
Principles
Provenance-first
Every fact traces to a source. No summaries without citations.
Neutral
We map industries. We don't sell into them or take positions.
Machine-readable
Structured data for both human readers and AI agents.
General-purpose
One engine. Industry-specific logic is configuration, not code.