Research & Insight·Capability hub

Alternative Data

Non-traditional datasets and the marketplaces that source and evaluate them — card spend, web traffic, satellite, app data.

We currently map 14 vendors in alternative data within research & insight, 7 with detailed profiles covering funding, size, and positioning. The landscape below shows who leads, who challenges, and how each platform approaches the problem.

What's shifting

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.

Quick quiz

5 questions · anonymous
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How the work actually gets done

The top software vendors firms use here, and the features those tools actually ship.

Market landscape

14 vendors · 7 with profiles
LeaderEstablished, scaled incumbents.ChallengerMeaningful traction, gaining share.AIAI-native — built around LLMs / agents.DigitalDigitally native — app-first, no branches.

Also covers this

These platforms are catalogued elsewhere but ship alternative data as part of the product — worth seeing when you shortlist.

Related capabilities in Research & Insight

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