Early Conviction for AI-Native Founders

Originating from a top-tier high school network and expanding into a global tech ecosystem, SevenX is the day-zero fund for AI-native and hard-tech builders.

Pre-Idea + Within 2 Degrees + AI & Frontier Tech

Within 2 degrees: a friend of a friend, never a cold list.

Ginkgo trees seen through the SevenX office windows
Two ginkgos, 300+ years old
The SevenX lounge, with the SEVENX sign on the wall
The SevenX office
About
Why now

Founders now start younger, and AI compresses the idea-to-traction timeline. By the time a priced round comes together, years of momentum are already baked in. We get involved earlier—before incorporation, sometimes before the idea—writing the first check like family and staying as an external co-founder through the next round.

First Mover

We meet founders at pre-incorporation — before the deck, before the round, before the market knows the name.

Deep Network

Every deal reaches us within 2 degrees. Classmates, teachers, and childhood friends give us a fuller read on the people behind the resume.

Sharp Focus

AI itself, AI across verticals and hardware, AI for science — plus frontier bets like quantum and BCI.

Beyond Capital

Company-building partner and external co-founder — supporting core-team assembly, early GTM, and the follow-on round.

Chengdu No. 7 is our anchor, not our boundary. Over time, we're extending into the second-degree network around our alumni: university classmates, research labs, Big Tech teammates and former colleagues they trust.

Team

Lean team. Deep bench.

Yao Feng 冯瑶, founding partner of SevenX
Founding Partner

Yao Feng冯瑶

BackgroundChengdu No. 7 High School, Class of 2009 · Peking University, Finance & Mathematics · UCLA exchange

CareerNetEase, then Yunqi Partners, where she became the firm's youngest Managing Director.

Track recordEarly investor in multiple unicorns and companies that have since gone public.

  • Forbes China · 2020“30 Under 30”
  • PEDaily.cn · 2020“F40 China Young Investors”
  • CBN Weekly · 2017–2018“Best Young Investors” Top 5
In-house team

Behind the founding partner, a lean in-house team runs the day-to-day, with backgrounds spanning Fortune 500 corporate VC, AI unicorns and Big Four accounting.

Ecosystem & 7Matrix Operations Brand & Portfolio Enablement Finance, Audit & Fund Operations Research & Deal Diligence
Strategic Advisors & Support Network

The Network Behind the Fund

Founders, scientists, engineers and Big Tech executives from every major tech wave — delivering full-stack support across industry, academia, capital, and critical scaling infrastructure.

Names shown are institutions where members of our alumni network work or have studied. They are listed for illustration only and do not indicate an official partnership with, or endorsement of, SevenX.

Frequently Asked

Because our starting point is unusual, so are the questions.

Today, every founder in our portfolio is an alumnus. But Chengdu No. 7 is our anchor, not our boundary. Over time, we're extending into their second-degree network: university classmates, research labs, Big Tech teammates, prior colleagues.

What matters to us is the quality of the relationship signal, not the school on the resume. 7Matrix is the sourcing engine; over time, the founders it surfaces will come from well beyond the school.

Because genius talent is being spotted earlier and earlier — from high school through college, well before any round. Unicorn founders keep getting younger; deal windows keep shrinking; pivot cycles that used to take years now take months.

Chengdu No. 7 alumni have played a role in every major technology wave for three decades — across science, AI, hardware, consumer, and biotech. That gives us an unusually rich, cross-generational network to work upstream from.

Deeper roots. Longer relationships. Earlier access. Word of mouth starts before the business plan does.

AI & Frontier Tech. We're stage-first and sector-agnostic within the AI era. Concretely, that spans:

— AI itself & AI Infrastructure: recursive self-improvement, inference optimization, agent infra, data governance, safety.
— AI for Science: commercial space, materials discovery, life sciences.
— Physical AI & Robotics: embodied intelligence, AI hardware, components.
— Industrial & Vertical AI: finance, construction, healthcare, manufacturing, education.
— Agent-native software: video, recruiting, analytics, operations, entertainment.
— Frontier tech beyond AI: quantum, brain-computer interfaces.

We back game changers and bottleneck solvers. The sector list is descriptive, not prescriptive — we stay adaptive and follow what endures.

Three things we do for every portfolio company:

— Core team assembly. When a portfolio company needs a head of algorithm, a supply-chain lead, or an early hire from a specific research group, we route the request through 7Matrix rather than through a recruiter.
— Early customers & industry access. Alumni-led enterprises and Big Tech nodes give portfolio companies a shorter path to PMF conversations and pilot deployments.
— Follow-on funding support. We introduce next-round investors from within the network we already trust.

Hands-on when it matters, never scripted. Connections happen naturally through events and gatherings, not forced introductions.

7Matrix

One graph, two degrees, 30 cohorts of tech talent — seeing the future before it becomes consensus.

Built at the center of the Chengdu No. 7 ecosystem, 7Matrix connects AI pioneers, cross-disciplinary engineers and institutional resources — from rising campus innovators to seasoned tech executives, entrepreneurs, and industry leaders.

Beyond fueling SevenX with early deal discovery, it works as a self-sustaining ecosystem that maps people, emerging trends, and timing long before the market notices.

Explore 7Matrix
Interactive 7Matrix network graph Explore the 7Matrix mapOpens in a new tab
Global Reach

10+ Tech Hubs · One Living Network

Wherever a founder lands, our network is already mapped — connecting them with operators, professors, early GTM partners, and next-round leads on day one.

Chengdu No. 7 High School
Chengdu No. 7 · Est. 1905
Where the graph starts

A century of restless minds, quietly compounding.

Chengdu No. 7 High School has produced a steady stream of entrepreneurial and scientific talent for over a century: curiosity as joy, exploration without boundaries. Its alumni have played a role in every major technology wave, from telecom and mobile internet to AI, embodied intelligence, and life sciences.

It is our anchor, not our perimeter. The graph reaches outward through every trusted referral within 2 degrees. It's not the destination; it's the door.

Real conversations happen off the record: over hot pot, at meetups, on campus walks, long before a deal is a deal.

Close collaborator

7ET (Chengdu No.7 High School Entrepreneurs and Technologists Alliance), the school's official alumni organization launched at its 120th anniversary in April 2025.

Events & News

Selected
2026  · Portfolio
Quotr raises funding from Llama Ventures and SevenX — our bet on AI agents for construction
2026  · Events
7ET Talk: GPT-3 author Lianmin Zheng on where AI agents go next
2025  · Chengdu
7ET officially launched at Chengdu No. 7 High School's 120th Anniversary Celebration
Beijing
AI meetup — founders and leaders from Kimi, Baichuan and META SOTA in attendance
Shenzhen
Sharing session with the Chief AI Scientist of a leading Chinese technology company
Portfolio

Frontier builders, backed from day zero.

Every company below builds in AI or frontier tech, founded by teams with the depth to match — and we backed each one at seed or earlier, through the 7Matrix graph. All are real; names are shared on request.

SectorEmbodied AI · SensingLocationHangzhou / Shenzhen

Flexible electronic skin giving robots and devices a human sense of touch.

Team & traction
Team
Ex-Huawei HCI Lab leadTop-EV senior engineerNUS PhD
Traction
  • Cross-scenario platform built
  • Orders and investment from multiple industrial investors
  • Collaborations underway with university labs and embodied-AI and smart-home labs at major tech companies
SectorAgentic AILocationSilicon Valley

AI digital workers and trading agents for the global construction industry.

Team & traction
Team
UC Berkeley PhDApple · Google · ByteDanceUS construction operators
Traction
  • Revenue in 6 months
  • Dozens of paying customers
  • Large enterprise accounts
SectorAI × Consumer ElectronicsLocationShanghai

A personal AI companion device for daily life and sports.

Team & traction
Team
Founders born after 1995Serial-entrepreneur CEOHuawei “Top Minds” CTO
Traction
  • Engineering team assembled
  • First product in build
  • New round raised after SevenX’s investment

Selected companies from Fund I, not the full portfolio.

Insights

Field notes from the earliest conversations.

Short essays and field notes on the founders, technologies, and network dynamics we spend our time inside.

Founders and collaborators — let's talk.

[email protected]