Portfolio Construction·Capability hub

Optimisation & Factor Analytics

Factor models, risk models and optimisers that turn an investment view into position weights within constraints.

We currently map 17 vendors in optimisation & factor analytics within portfolio construction, 8 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 optimiser maths to constraint libraries

The optimisation maths is commoditised. Value now sits in the constraint library — mandate rules, liquidity budgets and turnover limits encoded so the output is actually tradeable.

Quick quiz

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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

17 vendors · 8 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 optimisation & factor analytics as part of the product — worth seeing when you shortlist.

Related capabilities in Portfolio Construction

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