The trend: One year into US President Donald Trump’s second term, policy is reshaping how Big Tech builds and sells AI infrastructure.

Hardware companies’ access to key export markets is becoming conditional, costs are rising across the supply chain, and companies like Nvidia are designing products around political fragility, not just AI demand.

Why it matters: AI is being priced like a regulated commodity rather than a normal technology product.

The administration’s most consequential shift has been turning advanced AI hardware into geopolitical leverage via export controls, tariffs, and enforcement pressure. Those efforts are tightening margins and complicating long-range planning for every company that depends on cloud and AI capacity.

• Export licenses for Nvidia shipments to China now come with a requirement for 25% of sales revenues to go to the US government, recasting China access from a commercial channel into a toll-gated policy lever. The new model is clear: the US can monetize market access directly, turning international AI trade into a pay-to-play system.
• Tariffs are also creeping into the AI stack. Higher costs for servers and data centers are already landing, even as hyperscalers continue committing capital. 

The buildout remains aggressive, but investor anxiety is rising around overbuild risk, inflation pressure, and longer ROI timelines.

US controls are accelerating China’s push for domestic alternatives. Huawei’s output is still constrained, but Beijing’s incentive to close the gap has intensified. Partial reopenings for US exports complicate the story, but they don’t reverse the direction of travel.

Recommendations for marketers: Treat AI capacity and platform access as variable, not guaranteed. Build campaigns and martech road maps that can flex across vendors, lock in pricing where possible, and prioritize AI investments tied to throughput and measurable ROI, not pilots and experimentation.

Go further: Read our full report on President Trump’s Second Term: How the Administration Has Shifted Retail, Media Advertising, Tech, Health, and Finserv.