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3 Stocks Tied To AI Infrastructure Debt Investors May Want To Watch

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AI is now so capital hungry that Anthropic is reportedly lining up about $60b of chip financing, and that kind of scale can ripple straight through insurers and fixed-income heavyweights that help fund or insure this buildout. Ignore it and you risk missing how credit spreads, guaranteed debt and AI infrastructure feeding into bond portfolios might shape returns. This piece breaks down three stocks from our Global AI-Capex-Linked Insurers and Fixed-Income Investors screener that appear particularly exposed to this news flow, and explains why their role in funding AI's hardware bill could matter for a diversified portfolio.

The stocks covered below are only a sample, and the full screen surfaced 15 more insurers and asset managers with equally compelling AI-capex-linked stories that are not covered here. To size up the full field and identify which balance sheets and bond books fit your own risk appetite, go straight to the Global AI-Capex-Linked Insurers and Fixed-Income Investors screener .

HMC Capital (ASX:HMC)

Overview:HMC Capital is an Australian fund manager that raises and allocates capital into real assets like data centers, energy transition projects and private credit tied to large infrastructure.

Operations:HMC Capital generates most of its A$181.9 million revenue from real estate at A$88.6 million, digital infrastructure at A$51.2 million and private credit at A$40.6 million.

Market Cap:A$1.1 billion

HMC Capital aligns directly with the screener's theme as a real asset manager that can channel investor money into AI ready digital infrastructure and related credit. This makes the quality of its fee base and balance sheet especially important right now.

"Although HMC Capital reports solid fee-generating AUM and recurring funds management revenue, the recent net loss of A$49.1 million driven by A$133.3 million of fair value losses shows that valuation swings in underlying assets can still overwhelm operating performance."

The real test for HMC Capital now is whether one unresolved pressure on its future margins shifts decisively in investors' favour.

If that pressure point matters to you, read the full narrative for HMC Capital to understand how HMC Capital's fee engine and asset swings could be decoupling in investors' favour.

ASX:HMC Earnings & Revenue History as at Oct 2026
ASX:HMC Earnings & Revenue History as at Oct 2026

EQT (OM:EQT)

Overview:EQT is a global private equity and venture capital group that raises funds to buy, build and eventually sell businesses worldwide.

Operations:EQT generates about €1.6 billion from Private Capital and €1.1 billion from Real Assets, with smaller Central and adjustment items.

Market Cap:SEK348.6 billion

EQT matters for this AI-capex-linked screener because its private capital and real asset platforms can help structure the complex debt that funds huge data centers and semiconductor projects, which puts its fee engine and fund design in sharp focus right now.

"The development and scaling of evergreen vehicles and private wealth offerings, including potential access to U.S. 401(k) retirement plan flows, create new, high-momentum revenue streams and enhance visibility for long-term fee income growth."

The real swing factor is how one emerging source of AI infrastructure deal flow interacts with EQT's premium valuation and externally funded balance sheet.

If that cross current is on your radar, read the full narrative for EQT to see how EQT's fee model could accelerate or stall as AI deal flow ramps up.

OM:EQT Earnings & Revenue Growth as at Oct 2026
OM:EQT Earnings & Revenue Growth as at Oct 2026

Brookfield Asset Management (TSX:BAM)

Overview:Brookfield Asset Management runs a global alternatives platform that channels institutional capital into real assets and credit, including large AI-ready infrastructure.

Operations:Brookfield Asset Management earns about US$1.8b from Credit, US$1.0b from Infrastructure and US$1.0b from Real Estate, with additional Energy and Private Equity fees.

Market Cap:CA$104.2 billion

Brookfield Asset Management plugs straight into the AI capex story as a financier of the power, data centers and credit structures Anthropic-style deals may increasingly rely on. This is why its AI infrastructure push matters so much for this screener.

"Rising demand for AI related infrastructure and power supply, including the US$100b global AI infrastructure program and the AI fund targeting US$10b, is supporting higher deployment into long-term contracted assets with potential to lift both fee-related earnings and margin efficiency."

The real swing factor is what happens if one quiet assumption about the depth and pricing of private credit demand for AI infrastructure is tested.

If that assumption worries you, read the full narrative for Brookfield Asset Management to see whether Brookfield Asset Management's AI build out engine is quietly accelerating or masking deeper risks.

TSX:BAM Earnings & Revenue Growth as at Oct 2026
TSX:BAM Earnings & Revenue Growth as at Oct 2026

Seeking Fresh Alternatives Before They Fly

Some of the sharpest breakouts start quiet while momentum, pricing power and balance sheets shift under the radar for now. Consider your strategy before conditions change.

  • Spot potential turning points early by scanning 4 high quality undervalued stocks while prices and expectations still feel out of sync and entry windows have not yet dropped out of reach.

  • Seek exposure to structural themes by using 55 AI infrastructure stocks curated to highlight businesses tied to AI buildout before investor attention and capital flows crowd every obvious option.

  • Find income ideas before yields change significantly by checking the curated 4 dividend fortresses while payout strength, coverage and balance sheets remain in investors' favour.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.

Have feedback on this article? Concerned about the content? Get in touch with us directly. Alternatively, email editorial-team@simplywallst.com

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