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HKAI Lab

HKAI Lab was founded in 2018 as a non-profit initiative by Alibaba Hong Kong Entrepreneurs Fund and SenseTime, anchored by Executive Director Timothy...

HKAI Lab logo

HKAI Lab

HKAI Lab was founded in 2018 as a non-profit initiative by Alibaba Hong Kong Entrepreneurs Fund and SenseTime, anchored by Executive Director Timothy Leung and Chairman Jeff Zhang, who also leads Alibaba's DAMO Academy. The lab occupies dedicated space in Hong Kong Science Park, where it connects early-stage founders to the infrastructure of two of China's largest AI companies. Cindy Chow, executive director of the Alibaba Entrepreneurs Fund, and CEO Teddy Liu round out the founding leadership team. The program targets seed-stage artificial intelligence startups through a six-month accelerator. Participants receive access to GPU-powered supercomputing resources hosted at the Science Park, alongside mentorship from Alibaba and SenseTime engineers. The lab's portfolio spans machine-learning platforms, robotics, and enterprise software, with startups working on applied AI for logistics, retail, and smart-city systems. Geographic focus is primarily Greater China, though several teams maintain engineering hubs in other Asian markets. The accelerator connects founders directly to potential pilot programs and enterprise clients within the Alibaba ecosystem. HKAI Lab has run multiple cohorts since 2018, sustaining a steady pipeline of graduates. Beyond the core accelerator, the lab acts as a supporting partner for LEAP East and aligns with InvestHK's StartmeupHK initiative to retain technical talent in Hong Kong. In September 2023 the lab continued actively onboarding new cohorts from the Hong Kong Science Park cluster, though it does not publish cohort-by-cohort deployment figures or total AUM (per public record, 2023). The physical footprint — a single office and dedicated GPU cluster in the New Territories — keeps operations tightly integrated with the local research community. Structurally, HKAI Lab functions as a non-profit accelerator embedded within the R&D arms of two public companies, rather than as a standalone venture capital firm. This hybrid posture provides portfolio companies with technology transfer agreements and commercial proof-of-concept opportunities that pure financial sponsors cannot replicate. Governance sits with a board chaired by the head of Alibaba's advanced research unit, tying the accelerator's selection criteria directly to the parent companies' technical roadmaps.

General information

Firm type

Generalist

Year founded

2018

AUM

Undisclosed

Location

Region

Asia

Country

Hong Kong

City

Hong Kong

Corporate office

Hong Kong Science Park, Pak Shek Kok, New Territories, Hong Kong

Principals

Timothy Leung

Executive Director

Teddy Liu

Chief Executive Officer

Cindy Chow

Director, Executive Director of Alibaba Hong Kong Entrepreneurs Fund

Jeff Zhang

Chairman of the Board, Head of Alibaba DAMO Academy

Sector focus

AI/MLEnterprise SoftwareRobotics & Automation

Frequently asked questions

Who runs investment decisions at HKAI Lab?

The founding leadership team — Executive Director Timothy Leung, CEO Teddy Liu, and Director Cindy Chow — jointly operate the accelerator program. Chairman Jeff Zhang, who heads Alibaba's DAMO Academy, oversees the lab's strategic alignment with Alibaba's technical roadmap. Cohort selection is conducted by this group, drawing on technical evaluations from engineers seconded from Alibaba and SenseTime.

How does HKAI Lab source proprietary deal flow?

HKAI Lab draws applicants into an open-call accelerator model rather than sourcing proprietary deal flow in a traditional venture sense. Its position inside Hong Kong Science Park, combined with links to InvestHK and the LEAP East professional network, funnels early-stage teams from Greater China universities and research labs. The Alibaba and SenseTime ecosystems then serve as both technical due-diligence partners and post-investment commercial channels.

Is HKAI Lab structured as a fund or an accelerator?

HKAI Lab operates exclusively as a six-month, equity-backed seed accelerator rather than a closed-end venture fund. It was founded as a non-profit initiative, though participating startups receive direct investment through the Alibaba Hong Kong Entrepreneurs Fund structure. The lab provides computing resources, mentorship, and commercial introductions but does not raise external LP capital or issue fund vehicles.

What sectors does HKAI Lab explicitly target?

The lab targets applied artificial intelligence broadly, with a particular emphasis on machine learning platforms, enterprise software, and robotics. Cohort companies have worked on logistics automation, retail analytics, and smart-city infrastructure. It does not back consumer-marketplace, entertainment-media, or fintech-regulatory startups unless they are principally differentiated by a proprietary AI core.

What is the commercial relationship between HKAI Lab, Alibaba, and SenseTime?

Alibaba Group, via the Alibaba Hong Kong Entrepreneurs Fund, and SenseTime are co-founders and primary funders of HKAI Lab. The Alibaba Entrepreneurs Fund provides the investment capital for participating startups, while SenseTime supplies the deep-learning technology platforms and the GPU infrastructure that the accelerator makes available to its cohorts. Alibaba's DAMO Academy, led by Chairman Jeff Zhang, sets the technical direction for the lab.

Does HKAI Lab maintain philanthropic structures, and how are they separated?

HKAI Lab itself is registered as a non-profit initiative, distinct from a commercial fund manager. While portfolio companies receive equity-based investment, the accelerator's operational budget, computing resources, and Science Park facilities are funded charitably by the two corporate founders. The structure separates the non-commercial accelerator operations from the equity-return-seeking activities of the Alibaba Entrepreneurs Fund.

What investment stages does HKAI Lab typically target?

The accelerator targets only seed-stage startups, typically at the prototype or minimum-viable-product phase. Companies enter before a formal Series A and graduate the six-month program with a tested product, initial enterprise proofs of concept, and connections to follow-on investors within the Alibaba ecosystem.

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