Abstract digital pattern of glowing blue dots forming concentric circles and lines on a dark blue background.

Insight

Investment management data & AI landscape | Q4 2025

Generic user icon with a light purple circle background and a dark blue silhouette of a head and shoulders.

Alpha FMC

Time to read

1 minute read

Published on

Data and AI are reshaping how investment managers operate – and the ecosystem around them is evolving faster than anyone can track.

To help make sense of it all, we’ve mapped out the first edition of our Investment Management Data & AI Landscape, organized into three core sections:

  • Modern Data Stack – the foundations of data architecture and governance that power today’s leading investment firms
  • AI & Machine Learning – the platforms, tools, and investment-focused applications transforming research and decision-making
  • Financial & Market Data – the core and specialized datasets that investment firms depend on

The landscape is informed by our work with hundreds of investment management firms globally, giving us a front-row seat to how firms are evolving their data and AI capabilities in practice. Download below to view the full landscape.

About the Authors

Generic user icon with a light purple circle background and a dark blue silhouette of a head and shoulders.

Alpha FMC