Finance AI Benchmarks: What They Really Test

Finance AI benchmarks are multiplying, but all are built by vendors, two crown the vendor’s own system, and few compare like with like. We review five benchmarks and a guarantee from June to October 2026, and set out what funds should test instead.

Faster, cheaper, easier to audit: a quick guide to decision models

A quick guide for hedge fund and private markets COOs: what decision models are, how they differ from LLMs, and where they cut cost, speed up work and ease audit.

Qaike Vendor Landscape: September 2025

AI agents are transforming alternative investment management by automating tasks, enhancing decision-making, and personalizing client interactions. With capabilities like memory, learning, and autonomy, they optimize portfolios, streamline operations, and improve risk management. Their integration marks a major shift, making firms more agile, efficient, and competitive in a data-driven world.