Research & Insight
Alternative Data
Non-traditional datasets and the marketplaces that source and evaluate them — card spend, web traffic, satellite, app data.
Market signal
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Disruption signal
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AI impact
HighWhy this rating
0
Vendors tracked
14 vendors are mapped in this space. Net-net, AI is materially reshaping how alternative data gets done.
Skills behind this signal
The shift
From edge to table stakes
Buying alternative data is easy; proving it pays is not. The work has moved from sourcing to evaluation — measuring signal decay, overlap with existing factors and the true cost per basis point of alpha.
AI vendors moving the needle
Ranked by AI-native status, recent funding, and product momentum in this category.
AI 10
AI 10
AI 10
AI 10
AI 10
AI 10