How investment firms use AI data extraction to turn the public web into structured, proprietary signals weeks before they reach vendor feeds or earnings guidance.

What hedge funds actually need to build at scale: the signals worth tracking, the pipeline that holds up, and the compliance layer that doesn't block every new source.

AI and compute scale are making it possible to source public data at scale without a large team or an expensive vendor contract.

How hedge funds and asset managers use web scraping to extract proprietary signals from public websites for investment decisions.

How investors track tenant mix, category breakdown, and portfolio shifts across REIT properties.

We explore the top hedge fund industry trends for alternative data and AI

We spoke with Dan Entrup about how web scraping in finance hasn't evolved much in 20+ years and how AI is changing that now.

We built an AI-powered tracker that monitors U.S. presidential and White House news faster than mainstream channels.

We explore the key alternative data trends for 2025

We spoke with 100+ data leaders at top investment firms about their web scraping operations and how theyre navigating LLM adoption.

LLMs are transforming web data extraction, enabling investment firms to gain faster, deeper insights and maintain a competitive edge in todays financial markets.