This is a guest post by Suyeol Yun, Jaeseon Ha, Subeen Pang and Jacob (Chanyeol) Choi at LinqAlpha, in partnership with AWS.
LinqAlpha is a Boston-based multi-agent AI system built specifically for institutional investors. Over 170 hedge funds and asset managers worldwide use LinqAlpha to streamline their investment research for public equities and other liquid securities, transforming hours of manual diligence into structured insights with multi-agent large language model (LLM) systems. The system supports and streamlines agentic workflows across company screening, primer generation, stock price catalyst mapping, and now, pressure-testing investment ideas through a new AI agent called Devil’s Advocate.
In this post, we share how LinqAlpha uses Amazon Bedrock to build and scale Devil’s Advocate.
The Challenge
Conviction drives investment decisions, but an unexamined investment thesis can introduce risk. Before allocating capital, investors…