Case Study: RenMac automates equity research and surfaces key insights with AlphaSense

How AI automates an ‘onerous’ equity research process

RenMac, a sell-side research firm, uses AlphaSense to support Howard Mason’s work covering the evolving payments ecosystem. The team’s challenge was the “onerous” process of sifting through dozens of company filings and transcripts, manually downloading PDFs and CTRL+F’ing through dense documents to find the insights needed for deep thematic research.

With AlphaSense, RenMac can search across multiple sources in parallel and let AI surface the most relevant snippets in seconds, making it much easier to track what banks and other companies are saying about key payments themes. The result is a faster, simpler, and more confident research workflow that Howard describes as a “Google for company and financial documents,” though no specific quantitative metrics were provided.

RenMac

Howard Mason

Payments Analyst