UBS says the payoff from artificial-intelligence applications in China is broadening from early pilots to tangible revenue, favoring large internet platforms, device makers and cloud providers. The bank argues monetization will come through advertising optimization, e-commerce conversion gains, subscriptions and enterprise productivity tools, while hardware suppliers tied to servers, memory and thermal management should benefit from rising data-center spend. UBS cites a supportive domestic policy backdrop but flags risks from U.S. export controls, pricing competition and the pace of corporate adoption. The firm recommends a selective approach across consumer internet and AI infrastructure as spending shifts from model training to inference at scale.





























