The Commercialisation Bridge: Hong Kong’s Role in Turning China’s AI into Cross-Border Growth

Artificial intelligence (AI) has become the defining contest of the decade, and the Chinese Mainland now stands unmistakably among its leaders — from foundation models and research output to a depth of engineering talent few economies can match. Yet capability alone does not create economic value. A breakthrough model becomes meaningful only when it is adapted to an industry, trusted by a regulator, adopted by a business and connected to capital. That translation from raw invention to real-world impact, is precisely where Hong Kong has a distinct role to play.

The question is no longer whether the region will lead in AI, but where that leadership is converted into commercial growth. Hong Kong’s answer is to serve as the commercialisation bridge: the trusted meeting point where Mainland innovation, international capital and global markets connect under common standards and the Rule of Law. For business leaders across the Greater Bay Area (GBA) and beyond, this is the more consequential story: not who trains the largest model, but who turns AI into productivity, new revenue and cross-border scale.

Hong Kong’s opportunity is not to build the next model, but to turn China’s AI capability into commercial reality.

A GBA platform for applied AI

The GBA possesses a unique mix of advantages. Shenzhen contributes a fast-moving technology and entrepreneurial ecosystem; Guangdong provides extensive manufacturing, supply-chain and consumer-market depth; and Hong Kong connects these strengths with international capital, professional expertise and global standards.

Together, these capabilities create opportunities in financial services, healthcare, logistics, retail and industrial production. For Hong Kong businesses, success will depend on identifying the most impactful AI use cases, from productivity gains and cost efficiencies to enhanced risk management and new revenue streams, while ensuring responsible deployment across markets.

From regulatory sandbox to industry standard

Financial services illustrate this bridge in action. The Hong Kong Monetary Authority (HKMA) and Cyberport first launched the GenAI Sandbox for the banking sector in 2024 and expanded the initiative this year into the GenAI Sandbox++. It is now delivered by four regulators: the HKMA, the Securities and Futures Commission, the Insurance Authority and the MPFA. Its reach extends across banking, securities, asset and wealth management, insurance and retirement schemes. Institutions can now pilot generative-AI use cases, from smarter underwriting to advanced fraud detection, with supervisory guidance and complimentary access to Cyberport’s supercomputing power. This is commercialisation by design: a controlled environment in which promising technology becomes deployable practice rather than a proof of concept that never leaves the laboratory. The GenAI Sandbox has supported 78 innovative generative-AI use cases and brought together more than 40 technology firms.

The infrastructure beneath the ambition

None of this is possible without computing power. As Hong Kong accelerates its AI development, investments in computing capacity, research capabilities and industry adoption are becoming increasingly important. Cyberport’s Artificial Intelligence Supercomputing Centre, the city’s first and largest, began operation in December 2024 and now delivers 3,000 petaFLOPS of capacity.

Recognising that the cost of compute is the single greatest barrier to applied AI, the Government allocated HK$3 billion under the 2024-25 Budget to a three-year AI Subsidy Scheme, which lowers that barrier for universities, research centres, start-ups and strategic enterprises. Around 30 applications have been officially approved from around 20 institutions and companies, which is a signal that the demand for practical AI in Hong Kong is real and immediate.

A financing pathway from idea to public market

For founders and investors, the value of AI is ultimately measured by business outcomes, from higher productivity and faster innovation to new revenue streams and lower costs. Hong Kong offers a growing pathway from research and early-stage development to commercialisation and capital raising, supported by incubation programmes, government funding initiatives and a vibrant investment ecosystem. Recent examples include global cybersecurity firm ThreatBook, which has raised cumulative funding of US$208 million, and AI company Zhongke WengeAI, which was listed as D2 Intelligence on the Hong Kong Stock Exchange in June 2026 with a market capitalisation exceeding HK$19.1 billion. These success stories, both Cyberport incubatees, demonstrate how companies can leverage Hong Kong’s innovation ecosystem and capital markets to scale and expand internationally.

An idea nurtured in Hong Kong can reach global capital through the city’s markets — the journey from incubation to IPO made continuous.

Commercialisation as the core discipline

Commercialisation is most effective when innovators are connected directly with real industry needs. In collaboration with Hang Seng Index and Prudential Hong Kong, Cyberport launched innovation challenges that connected real business needs with emerging technology solutions. The ThemeFinder Challenge built on a generative AI solution was already adopted by Hang Seng Index, while the Cantonese Voice AI Challenge advanced Cantonese-language AI for insurance. Together, these initiatives demonstrate a practical model for turning innovation into deployment through real-world industry adoption.

A gateway that works in both directions

Hong Kong works as a bridge, helping local technology companies expand into overseas markets while providing a platform for Mainland enterprises to connect with international investors, partners and customers. This two-way flow is at the heart of the city's “super connector” role and a key driver of its growing innovation ecosystem. For Hong Kong ventures expanding abroad, Cyberport’s partnership with Hub71, Abu Dhabi’s global technology ecosystem, gives later-stage ventures a springboard into the Middle East; community company Pubrio now helps other local firms navigate the same market, founders extending a hand to founders. For Mainland enterprises entering global markets through Hong Kong, we are the premier platform for going global: the intelligent-speech leader iFLYTEK established its international headquarters at Cyberport, joining strategic alliances with names including Baidu, Biren Technology, Cisco, Hong Kong Inspur Cloud and Huawei. This two-way flow is the essence of the “super connector” role and the reason Hong Kong’s value compounds as the ecosystem grows.

The bridge ahead

Innovation ecosystems flourish when talent, technology and capital move freely across borders. The Chinese Mainland brings world-class AI capabilities, while the Greater Bay Area offers industrial scale, diverse use cases and vast market opportunities. Hong Kong complements these strengths with trusted institutions, deep capital markets, international standards and global connectivity. As home to more than 2,400 companies, including over 500 AI and data science start-ups and technology firms, Cyberport plays an important role in connecting innovators with industry, capital and global markets, helping transform the region's AI potential into lasting economic and cross-border growth.

Eric Chan, Chief Public Mission Officer, Cyberport