Blog

“In a world where sovereign data retention matters, people want to know that if they input data to a model, the model won’t train on their data,” David McQuarrie, HP’s chief commercial officer, told Fortune in October. Using an AI locally provides that reassurance.

HP, like many of its devicemaking peers, is exploring the use of AI PCs, or devices that can use AI locally as opposed to in the cloud. “Longer term, it will be impossible not to buy an AI PC, simply because there’s so much power in them,” he said. 

More broadly, smaller companies might be served just as well by a smaller model running locally than a larger model running in the cloud. “A company, a small business, or an individual has significant amounts of data that need not be put in the cloud,” he said. 

Asian governments have often had stricter rules on data sovereignty. China, in particular, has significantly tightened its regulations on where Chinese user data can be stored. South Korea is another example of an Asian country that treats some locally sourced data as too sensitive to be housed overseas. 

Governments the world over, and particularly in Asia, are also investing in local sovereign AI capabilities, trying to avoid relying entirely on systems and platforms housed wholly overseas. South Korea, for example, is partnering with local tech companies like search giant Naver to build its own AI systems. Singapore is investing in projects like the Southeast Asian Languages in One Network (SEA-LION), which are better tailored to Southeast Asian countries. 

Asian AI adoption

Asia is HP’s smallest region, but also its fastest-growing. Revenue from Asia-Pacific and Japan grew by 7% over the company’s 2025 fiscal year, which ended in October, to hit $13.3 billion. That’s around a quarter of HP’s total revenue of $55.3 billion. (HP’s other two regions are the Americas; and Europe, the Middle East, and Africa.)

McQuarrie also suggested that there was an opportunity to be “disruptive” in Asia. While many business leaders have been eager to embrace AI, at least rhetorically, actual adoption is proving more difficult. A recent survey from McKinsey reports that two-thirds of companies are still in the experimentation phase of AI. 

But McQuarrie believed that AI adoption in Asia could be “just as quick, if not quicker,” than other regions. 

Asia seems to be more comfortable with the use of AI, at least when it comes to users. An October survey from Pew found that fewer people in countries like India, South Korea and Japan reported feeling “more concerned than excited” about AI compared to the U.S. 

When it comes to convincing more companies to adopt AI, let alone AI PCs, McQuarrie said the answer was to make AI functions as seamless as possible, so “that it doesn’t really matter whether you understand that you’re embracing AI or not.”

“What we’re doubling down on is the future of work,” McQuarrie said. “The future of work is a device that makes your experience better and your productivity greater.”

“The fact that we’re using AI in the background? They don’t need to know that.”