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Trata

AI-powered research desk for hedge funds

Trata is an AI-powered research desk for hedge funds. We use agents to interview hedge fund analysts, write investment research, and distribute this through a subscription. https://calendly.com/eric-trytrata
Trata
Founded:2025
Team Size:3
Status:
Active
Location:San Francisco
Group Partner:Brad Flora
Active Founders

Eric Cho, Founder

Co-Founder/CEO at Trata (W2025). Previously a technology investor at a L/S hedge fund. Cornell grad.
Eric Cho
Eric Cho
Trata

Alexander Chen, Co-Founder/CPO

Co-Founder/CPO of Trata. Previously, Senior Software Engineer at Titan (YC S18, a16z), engineer 7 at Medallion (Sequoia), and engineer at Oscar Health. UCLA CS
Alexander Chen
Alexander Chen
Trata

William Gao, Founder

Co-founder & CTO at Trata (W25). ML/AI PhD student at UChicago. Previously Research Scientist Intern at Meta Reality Labs, NVIDIA Deep Imagination Lab, and Adobe Research. Cornell CS/Stats/Math, co 2020.
William Gao
William Gao
Trata
Company Launches
Trata – Anonymous buyside research desk for hedge funds
See original launch post ›

TL;DR

Trata gives hedge funds un-biased, unfiltered stock analysis from anonymous Analysts at well-known funds. Our AI agents interview Analysts at multi-billion dollar funds, capture their thinking about the stocks they know and publish it anonymously.

Problem:

  1. It takes buyside Analysts at least 3 hours to figure out a company’s key narratives/points of debate - what outcomes are going to drive the share price up OR down? Examples: an ongoing lawsuit, a competitor going bankrupt, an Activist campaign, a new CEO, etc. This involves reading earnings call transcripts, initiation reports, talking to Investor Relations, reaching out to other Analysts, and piecing everything together yourself.
  2. Because of the time it takes to do step 1, would-be winners/inflection points fall through the cracks all the time.
  3. Current solutions (idea dinners, forums like Value Investors Club, Twitter DMs, independent research boutiques and even paid Substacks) are fragmented and biased.
  4. The highest quality leads come from talking directly to fellow Analysts, but there’s never been a way to do this at scale, authentically. Until now.

Solution:

We use LLMs to interview dozens of people a day, get their quick and honest takes on signals/points of debate they’re actually paying attention to, and turn that into a one-of-a-kind research product. Each conversation is with an anonymous hedge fund Analyst who is deeply familiar with the company – think an expert network where the hedge funds are the experts. Contributors share their knowledge to gain access to an exponentially bigger pool of expertise.

We don’t provide investment advice; we just get you up to speed – fast. We work directly with the compliance teams of multi-billion dollar hedge funds and have a team of human lawyers to ensure SEC compliance.

We are building the product I wish I had as an Analyst. Our first user interviews liked the idea so much (without any code built) that they are now our angels.

https://www.youtube.com/watch?v=gE_Ovy1BiTM

Here’s how to think about our value proposition:

If a fund manages $300 million, one successful idea (3% position, +50% return) generates $4.5 million in profit and $900K in fees ($720/180K split between the Portfolio Manager and Analyst). This is a 750X, 120X, and 30X ROI on a $6K subscription for the Fund, Portfolio Manager and Analyst.

All it takes is one decent idea for Trata to be a home run.

Our Ask:

If you are a hedge fund Analyst or know any hedge fund Analysts / public investors, please reach out! They don't have to be at a big fund like Citadel for us to be interested. We pay very well. They will most likely thank you for the intro. We guarantee anonymity. Contact us at founders@trytrata.com.

Our Team’s Story:

Eric and Will met at Cornell as undergrads. Eric and Alex met in high school English and grew up in the same hometown.

Eric: 4.5 years as a Senior Analyst at a Long/Short Hedge Fund covering tech companies globally. Applied Economics (summa cum laude) at Cornell. Posts on Value Investors Club for fun, Sohn Idea Contest Finalist in 2021, has traveled to 20+ countries in the past few years.

Will: UChicago PhD Student (ML/AI). Research Scientist Intern at Meta’s Reality Labs, Nvidia’s Deep Imagination Lab, and Adobe Research. Full-time ML Engineer at Meta. CS/Stats/Math triple major in three years and a Master’s in CS his fourth year at Cornell. Globally ranked in certain online video games.

Alex: Senior Software Engineer at Titan (YC S18, Series C backed by a16z), Engineer 7 at Medallion (Series C backed by Sequoia), Software Engineer at Oscar Health a year before its IPO. CS degree from UCLA. Took a gap year to pursue bootstrapped entrepreneurship in Taiwan. By far the best chef in the apartment.