Every AI company building for investors, mapped.
A working map of the vendors bringing AI into research, dealmaking, trading, wealth and operations. Each company is classified on the GAII taxonomy, tagged by buyer, asset class, workflow and AI capability, and reviewed by our analysts every week.
Nine segments of AI in investment management
Select a segment to filter the ledger. Each company has one primary segment and can carry a secondary one.
| Segment | Status | ||||
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Latest rounds in the universe
Acquired, pivoted, closed
What qualifies
Companies whose product applies AI or machine learning to an investment-management workflow, sold to hedge funds, asset managers, private markets firms, banks, wealth managers, allocators or self-directed investors. AI-native funds are listed as their own segment.
How we classify
Each company gets one primary segment, a sub-segment and an optional secondary segment, then tags across five facets: buyer, asset class, workflow stage, AI capability and delivery model. Descriptions and the GAII take are written by our analysts.
Atlas and GAII Intelligence
The Atlas is the universe. Companies we initiate on in GAII Intelligence get the full rating: six scored dimensions, an analyst view, an outlook and a place on the GAII Matrix. Enterprise members can request coverage of any company listed here.
Company information in GAII Atlas is compiled from public sources and company disclosures solely for educational and informational purposes. It is not investment advice, and listing a company is not an endorsement. Companies can request corrections through our contact page.