Roy Bahat

Background

Roy Bahat is the Head of Bloomberg Beta, an early-stage venture capital firm backed solely by Bloomberg L.P. ¹². He has led the fund since its founding in 2013, managing $450M across five seed funds of $75M each plus a $75M opportunity fund for follow-on investments ²³⁴.

Bahat graduated from Harvard University magna cum laude with an A.B. in Social Studies and was a Rhodes Scholar at the University of Oxford, where he earned an M.Phil. in Economics ⁵⁶. He attended Stuyvesant High School ⁷.

Before Bloomberg Beta, Bahat’s career spanned government, media, and startups. He worked as an Associate at McKinsey & Co. (2000-2002), then served as Senior Policy Director in the Office of New York City Mayor Michael Bloomberg (2002-2003) ⁵⁶. He subsequently became Director of International Strategy for NYC2012, the bid to bring the 2012 Summer Olympics to New York (2003-2005) ⁵⁶. He joined News Corporation as Vice President (2006-2007) and rose to become President of IGN Entertainment, a global gaming media company with 70 million monthly users, where he served from 2007 to 2012 ⁵⁶.

Bahat was co-founder and founding chairman of OUYA, a Kickstarter-backed Android game console company that was later acquired by Razer (2012-2015) ⁵⁶⁸.

Since 2011, Bahat has been a Lecturer at UC Berkeley’s Haas School of Business, teaching entrepreneurship and innovation ⁵. He was named among Fast Company’s Most Creative People in Business ⁵.

Bahat is active in labor and workforce policy. He co-chaired the Shift Commission on Work, Workers, and Technology, a joint effort of New America and Bloomberg ⁹. He chairs the Aspen Institute’s Business Roundtable on Organized Labor ⁹. He served as a commissioner on the California Governor’s Future of Work Commission ⁹. He has given a TED talk titled “How Do We Find Dignity at Work?” with Bryn Freedman ¹⁰.

Stated Thesis

(Self-reported: These represent what Bahat says publicly about his investing approach. See Inferred Thesis for analysis of actual investment behavior.)

Bloomberg Beta focuses on “the future of work” — defined broadly as how technology can make work more productive, fulfilling, inclusive, and accessible ²¹¹. The firm’s website states simply: “We invest at early stages, in companies that make business work better” ¹².

Bloomberg Beta publishes its entire operating manual as an open-source document on GitHub, making its investment criteria, decision-making process, and fund operations transparent to founders ²¹¹. This is a distinctive practice in venture capital — the firm effectively moved its website to GitHub so founders can see how things have changed over time ¹¹.

Bahat has stated that the firm strongly prefers to be “the first money into a company, and to invest as early in the startup’s life as possible” ¹¹. On early-stage relationships, the manual states: “an early investment is less of a transaction and more of a relationship” ¹¹.

The firm uses an unusual decision-making process: any partner can unilaterally approve a first investment without requiring consensus from the rest of the team ²¹¹¹³. Bahat has explained the rationale: “the best founders and companies are polarizing” ¹¹.

Bloomberg Beta uses Net Promoter Score from portfolio founders as its primary activity metric, treating founders as customers ¹⁴. The firm reports an NPS of 82 from its portfolio founders ¹⁴.

Bahat has described his investing philosophy: “We have tried to be innovative in as few ways as possible” ¹⁵. On success metrics: “How many founders have become millionaires after we invested? That’s the point of pride more than rate of return” — the firm counts 93 founder millionaires ¹⁵.

The firm avoids e-commerce, entertainment, retail, travel, heavy industry, medical services, and financial services that compete with Bloomberg’s clients ¹¹. They clarify that they do not avoid consumer companies entirely — “they just need to help a person at work” ¹¹.

Inferred Thesis

The analysis below is based on Bloomberg Beta’s publicly listed portfolio on GitHub, which contains approximately 240 companies across five fund vintages (2013 L.P., 2016 L.P., 2019 L.P., 2022 L.P., and Fund V) ¹⁶. The firm reports 375+ total investments including the Open Angels program ³.

Stage distribution: Bloomberg Beta invests almost exclusively at pre-seed and seed stages. The firm’s manual states they invest checks of up to approximately $1M at the earliest stages ¹¹⁷. They also have a $75M opportunity fund for follow-on investments in existing portfolio companies at later stages ²⁴. Based on Tracxn data, 92 investments were specifically at seed stage with an average round size of $3.75M ¹⁷.

Sector concentration (based on review of ~240 portfolio companies listed on GitHub ¹⁶): - AI/ML and machine intelligence: estimated 100+ companies — this is by far the dominant category, with heavy representation across all fund vintages. Fund V (2025+) and the 2022 L.P. are almost entirely AI-focused, with companies like Guardrails AI, Atypical AI, Bluefish AI, Luminos.AI, EZKL, Vals AI, Camfer, and NODA AI. Sample too large for precise percentage but AI represents the clear majority of recent investments. - Developer tools and infrastructure: significant representation including Streamlit, Stedi, LaunchDarkly, Rome Tools, Rill Data, Terrastruct, Chroma, RapidFort. - Robotics and automation: Chef Robotics, Armstrong Robotics, PitPro Automation, Cobalt Robotics, Useful Sensors. - Enterprise workflow and productivity: Stampli, Regrello, Donut, Range, Orgspace, Workhelix. - Education and workforce development: SV Academy, On Deck, Padlet, Upwage. - Media and content: RedCircle, Scout.fm, Massive Science, The Block.

Geographic focus: Primarily San Francisco Bay Area and New York City, though the firm has invested in founders across North America including DC, Toronto, Philadelphia, Los Angeles, Boston, Seattle, Austin, and Miami ¹¹.

Check size: $250K-$1M for initial seed investments ⁷, with the opportunity fund enabling larger follow-on checks. The firm backed Weights & Biases with a $5M Series A investment ⁴.

Co-investor patterns: Bloomberg Beta runs an “Open Angels” program, backing every deal that selected angel investors make at a fixed ratio. Open Angels include Adrienne Harris, Ivan Kirigin, Amir Shevat, Max Simkoff, Jim Greer, Michael Wellman, Parker Thompson, Dennis Pilarinos, and Edith Harbaugh ¹¹.

Founder profile preferences: The manual describes seeking founders with “unusual psychology — they think they are exceptional, see grand patterns others don’t, are indifferent to norms, and may have an exceptionally high pain threshold” ¹¹. The firm tracks diversity metrics: 24% of portfolio CEOs are women, and 26% of companies in recent years have at least one female founder ¹¹.

Notable gaps between stated and inferred thesis: While Bloomberg Beta frames its thesis as “future of work” broadly, the actual portfolio has evolved strongly toward pure AI/ML infrastructure and tooling, particularly in the 2022 and 2025 fund vintages. Many recent investments (EZKL, Guardrails AI, Chroma, Vals AI) are AI infrastructure companies that don’t obviously map to “making work better” in the traditional sense. The AI focus has effectively become the primary thesis, with “future of work” serving as a broader umbrella.

Portfolio

The following table represents a selection of Bloomberg Beta’s portfolio, organized by fund vintage. Bloomberg Beta lists approximately 240 companies on its GitHub portfolio page ¹⁶, and reports 375+ total investments ³. This table covers notable investments and a representative sample.

Note: Years marked with ~ are approximated based on fund vintage (2013 L.P. = 2013-2016, 2016 L.P. = 2016-2019, 2019 L.P. = 2019-2022, 2022 L.P. = 2022-2025, Fund V = 2025+). This table represents approximately 37 of ~240 listed portfolio companies (~15%). Bloomberg Beta’s full portfolio is published at github.com/Bloomberg-Beta/Manual ¹⁶.

Notable exits: Slack (acquired by Salesforce for $27.7B, 2020), Kaggle (acquired by Google, 2017 ¹⁸), Weights & Biases (acquired by CoreWeave for $1.7B, 2025 ⁴). The firm reports 8 unicorns, 1 IPO, and 42 acquisitions among portfolio companies ³.

In Their Own Words

“The Bloomberg desire is to understand the world of startups. Our view on that, as investors, is the only way to do that is by having aligned interests with startups.” — Roy Bahat, on the rationale behind Bloomberg L.P.’s backing of the fund, Global Venturing, June 2025 ⁴.

“This philosophy was uniquely suited to early stage investing. The sin at this stage is not investing in something that fails, but in failing to invest in something that becomes the next big thing.” — Roy Bahat, Silicon Dragon Global, October 2020 ²¹.

“Wasting a founder’s time is a sin.” — Roy Bahat, Silicon Dragon Global, October 2020 ²¹.

“We have tried to be innovative in as few ways as possible.” — Roy Bahat, on Bloomberg Beta’s approach, Newcomer, June 2025 ¹⁵.

“How many founders have become millionaires after we invested? That’s the point of pride more than rate of return.” — Roy Bahat, Newcomer, June 2025 ¹⁵.

“We are today announcing our third fund, and the exciting news is that it is precisely the same as the previous two.” — Roy Bahat, on fund consistency, 20VC podcast ²².

“The valuation a founder is able to get is, in the main, is a function of the fund size.” — Roy Bahat, 20VC podcast ²².

“If you want to have performance as a founder or as a VC that beats the norm, you have to be willing to flat the norm.” — Roy Bahat, 20VC podcast ²².

“We aspire to be the most transparent fund and our operating manual’s open sourced on GitHub.” — Roy Bahat, The Full Ratchet podcast, episode 174 ¹⁴.

“The founder is the customer. And we focus on, you know, our knitting is very narrow, then we stick to it.” — Roy Bahat, The Full Ratchet podcast, episode 174 ¹⁴.

“The later you’re going to a company’s life, the more it becomes like a financial transaction, and the less it becomes like a trusted relationship.” — Roy Bahat, The Full Ratchet podcast, episode 174 ¹⁴.

“The single biggest spread we’ll see in the world is just the propagation of simple, well understood machine intelligence techniques.” — Roy Bahat, The Full Ratchet podcast, episode 174 ¹⁴.

“First of all, I think we should all aspire to move as fast as we possibly can. That said, I’m making a promise that it could be a decade long promise for you to be my customer and I have to build trust.” — Roy Bahat, on balancing speed with trust in investment decisions, 20VC podcast ²².

What Founders Say

The following quotes are from portfolio company founders, sourced from Bloomberg Beta’s official portfolio page on GitHub ¹⁶:

“Within a few minutes of meeting us — at a time when we didn’t yet have a product — Roy made observations about our eventual go-to-market that were so insightful that we knew we had to work with him.” — Kieran Snyder, CEO of Textio ¹⁶.

“Roy took my meetings when others wouldn’t open my emails. Without Bloomberg Beta’s long-term view we wouldn’t be where we are today.” — Amjad Masad, CEO of Replit ¹⁶.

“I use [Roy’s] advice really effectively, and it is part of why we’re a shipping company that people have actually heard of is that we, I listened to Roy, and I did as he said, and I really, really appreciate it.” — Ryan Petersen, CEO of Flexport ¹⁶.

“The thing I loved most about working with Bloomberg Beta is that the advice I found and received wasn’t just rehashed Silicon-Valley-conventional wisdom, but rather guidance that was creative and very much tailored to the specifics of my situation.” — Anthony Goldbloom, CEO of Kaggle ¹⁶.

“Bloomberg Beta has been there for us from the beginning. I still text and talk with James and Roy all the time. Not only are they really smart, they’re also good people.” — David Rogier, CEO of MasterClass ¹⁶.

“Bloomberg Beta…has their own perspectives and they’re willing to invest and put their money behind founders without having to look at who else is in the round, or just following trends.” — Christine Tao, CEO of Sounding Board ¹⁶.

“Roy put us into business. We would not be here without [him].” — Spike Lipkin, CEO of Newfront ¹⁶.

Sources