Trata is a New York-based fintech building an AI-powered research desk for the hedge fund industry. Founded out of Y Combinator's Winter 2025 batch, the company addresses a persistent gap in institutional investing: the most valuable insights about a stock often live in the heads of buy-side analysts who have done deep work, but those views are scattered, hard to access, and rarely shared candidly outside a fund.
Trata's core innovation is using LLM-powered AI agents to interview dozens of verified hedge fund analysts and portfolio managers every day, capturing their quick, honest takes on the signals and points of debate they actually care about. The platform then synthesizes these conversations into a structured research product, surfacing competing narratives and tension points around individual names. Participants remain anonymous, and Trata works with fund compliance teams to ensure sensitive or material non-public information is not disclosed.
The result is a community-driven, searchable library of buy-side conversations spanning over 2,000 tickers, contributed by 125-plus funds that collectively manage more than $175 billion in assets. Rather than acting as a traditional sell-side research provider or expert network, Trata positions investment professionals themselves as the experts, letting analysts compare their thesis against peers who have spent 50-plus hours researching the same name. Users access hundreds of hours of transcribed, organized discussion.
Trata launched publicly through Y Combinator and is backed by Y Combinator alongside angel investors from the venture and hedge fund world. Founded by Eric Cho, a former senior long/short equity analyst, the company combines deep buy-side domain expertise with modern AI tooling. As funds increasingly look for differentiated, fast research signal, Trata aims to become a standard part of the institutional research stack, monetized through subscriptions to its curated, compliance-aware content.