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.

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.

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.

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.

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.

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.

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.