AI Is Going Mainstream — And These Stocks Could Ride the Next Wave

Artificial intelligence depends on far more than just advanced algorithms. Behind every AI system is powerful computing hardware, specialized chips, and massive infrastructure. This is why companies like Nvidia and SoundHound have drawn intense attention from investors.

However, as businesses across industries look for practical ways to adopt AI, analysts suggest the biggest opportunities may shift toward companies that support AI behind the scenes. These firms may not dominate headlines, but they play a crucial role in making AI work in the real world.

Here are a few companies positioned to benefit as AI moves beyond hype and into everyday use.


Connecting AI to the Real World

Texas Instruments (NASDAQ: TXN) is a semiconductor company, but its role in AI is different from high-performance chipmakers like Nvidia. Instead of designing processors that handle complex calculations, Texas Instruments specializes in analog chips that connect digital systems to physical environments.

These components translate real-world signals—such as movement, pressure, or electrical currents—into data that computers can process. They also help regulate power flow, making them essential inside data centers that support AI operations.

Recognizing the opportunity, Texas Instruments now treats data centers as a standalone growth segment. In 2025, revenue from this category surged by 70%, reflecting rising demand as AI infrastructure expands.


AI Is Driving a Surge in Power Demand

As more data centers are built to support AI, energy consumption is climbing rapidly. Reliable power is critical, and this has created new opportunities for energy-focused companies.

Two firms benefiting from this trend are Bloom Energy (NYSE: BE) and Brookfield Renewable (NYSE: BEP / BEPC).

Bloom Energy develops hydrogen-powered fuel cells and electrolyzers. Its technology appeals to data centers because it can often be deployed faster than traditional utility infrastructure, allowing operators to scale quickly. The company reports multiple AI-related sales channels, including data-center operators, utilities, and energy providers.

Bloom has already secured partnerships with major players such as American Electric Power and Brookfield Asset Management, highlighting its growing role in AI-related power solutions.


Clean Energy Plays a Growing Role in AI

Brookfield Renewable is another company well positioned to benefit from AI-driven energy demand. The global clean-energy provider supplies electricity to major technology companies, including Microsoft and Google, both of which continue to expand their AI capabilities.

In addition to growth potential, Brookfield Renewable appeals to income-focused investors. Its partnership units currently offer a dividend yield of approximately 5.2%, combining steady income with exposure to long-term AI infrastructure growth.


A Multi-Year Opportunity Ahead

AI technology is already here, but deploying it at scale will take time and significant investment. Companies that provide essential components—such as chips and power—are likely to benefit as AI adoption accelerates.

Analysts view 2026 as an early phase of this transition, suggesting that the opportunity could unfold over many years rather than delivering instant gains.


Final Thoughts for Investors

While Texas Instruments plays an important role in AI infrastructure, it was not included in the latest list of top stock picks from The Motley Fool’s Stock Advisor team. That list has historically outperformed the broader market, delivering strong long-term returns.

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