September 16, 2026

Diversifying Away from AI Capex: The Case for KAR Thematic Quality

Artificial intelligence may prove to be one of the most consequential technologies of the coming decades. However, as investment in data centers, semiconductors, networking infrastructure, and power generation accelerates, an increasing number of companies and industries have become tied to the same underlying growth driver: AI capital spending. We believe this has created a concentration risk that may be overlooked in portfolios that appear diversified on the surface – including major indices such as the S&P 500 and Nasdaq 100.

At Kayne Anderson Rudnick, we believe addressing this risk does not require investors to abandon AI. Instead, it requires distinguishing between businesses whose fortunes depend primarily on continued infrastructure buildout and those positioned to benefit from broader, longer-term drivers of economic growth.

Rather than attempting to predict the path of AI infrastructure spending, the KAR Thematic Quality strategy is designed to participate in different sources of long-term growth. The strategy’s differentiated positioning stems from three defining characteristics: a preference for recurring revenue business models, exposure to differentiated structural themes, and ownership of businesses with company-specific competitive advantages.

A Preference for Recurring Revenue

The strategy favors businesses with recurring revenue models, including subscriptions, consumable products, memberships, and other recurring customer relationships. These businesses begin each period with an existing revenue base, making them less dependent on constant new sales to sustain growth. In contrast, many companies benefiting directly from AI infrastructure spending rely on one-time equipment sales and can be more exposed to capital spending cycles.

Exposure to Distinct Structural Themes

Rather than concentrating in the areas of the market most directly tied to AI infrastructure spending, Thematic Quality seeks exposure to durable structural themes that are underrepresented in broad market indices. Current examples include inflation relief, the digital economy, cybersecurity, and critical energy infrastructure. We define these themes as long-term shifts that can reshape industries and create opportunities for high-quality businesses over many years.

One example is the Digital Economy. As commerce continues to migrate online, businesses that reduce friction between buyers and sellers can benefit from increasing transaction volumes and greater economic activity. We believe this trend could become even more important as AI-enabled agents increasingly facilitate commerce on behalf of consumers and businesses. Rather than relying on continued investment in AI infrastructure, these companies may benefit from the broader adoption and practical use of AI across the economy.

AI Exposure Through Usage, Not Just Buildout

Importantly, Thematic Quality is not designed to avoid AI. Instead, the strategy selectively invests in businesses that we believe may benefit as AI adoption expands throughout the economy, rather than solely from the construction of AI infrastructure. We refer to many of these businesses as “AI usage tollbooths” because their growth is linked to increasing use of AI-powered applications, workflows, and digital services. Cybersecurity and digital economy companies are examples of areas where we see this dynamic at work.

Company-Specific Competitive Advantages Matter Most

A compelling theme alone is not sufficient. Thematic Quality focuses on businesses with durable competitive protections, including network effects, cost advantages, switching costs, and advantaged distribution. These company-specific characteristics may allow high quality businesses to stay above the fray of competition – thus maintaining the potential for high profitability and return on capital over time.

The Bottom Line

While AI may remain a transformative force, we believe investors should consider whether their portfolios are becoming increasingly dependent on a single source of growth. Thematic Quality seeks to provide diversification through recurring revenue business models, differentiated structural themes, and competitively protected companies with idiosyncratic growth drivers. In our view, these characteristics offer a distinct approach to participating in long-term growth opportunities while reducing reliance on the continued expansion of AI infrastructure spending.

The information included in this content is being provided by Kayne Anderson Rudnick Investment Management, LLC (“KAR”) for illustrative purposes only and is not intended by KAR to be interpreted as investment advice, a recommendation or solicitation to purchase securities, or a recommendation of a particular course of action and has not been updated since the date of the material. KAR does not undertake to update the information presented should it change. This information is based on KAR’s opinions at the time of the publication of this material and are subject to change based on market activity. There is no guarantee that any forecasts made will come to pass. KAR makes no warranty as to the accuracy or reliability of the information contained herein. Data is obtained from systems believed by KAR to be reliable. Certain information contained herein has been obtained from third party sources and such information has not been independently verified by KAR. The information provided here should not be considered to be insurance, legal, or tax advice and all investors should consult their insurance, legal, and tax professionals about the specifics of their own insurance, estate, and tax situations to determine any proper course of action for them. KAR does not provide insurance, legal, or tax advice, and information presented here may not be true or applicable for all investor situations. KAR’s investment strategies may not be suitable or appropriate for all investors depending on their specific investment objectives and financial situation. Potential investors should consult with their own financial professional before determining whether to invest in a particular investment or investment strategy. Additional information about KAR’s services and fees may be found in KAR’s Part 2A of Form ADV, which is available upon request or can be found at https://kayne.com/wp-content/uploads/ADV-Part-2A.pdf.

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