- Big Tech companies rapidly expanding use of residual value guarantees to back AI infrastructure debt, issuing ~$300bn in commitments in less than 12 months while recording little exposure on balance sheets. Meta pioneered structure with $28bn guarantee for Hyperion 2GW data center (Louisiana, joint venture with Blue Owl). Broadcom adopted guarantees for AI chip financing: $29bn for 1GW chips to Anthropic (June 2025); planning $5GW additional commitment to Anthropic and 1.3GW to OpenAI. Nvidia extended $105bn guarantee to SB Energy (SoftBank subsidiary) for Ohio data center campus exclusively running Nvidia hardware for 20 years.
- Residual value guarantees are “balance-sheet efficient”: tech companies guarantee minimum future value for chips/data centers without full balance-sheet liability. Guarantees are issued by special-purpose vehicles owning infrastructure, allowing tech companies to lend financial strength without full liability booking. Morgan Stanley analyst Richard Myers designed structure; Goldman Sachs/Morgan Stanley structuring deals. Guarantees typically price at just 100-150 basis points above guarantor’s own debt. Morgan Stanley analysts tallied $3.1tn+ in off-balance-sheet commitments by “seven hyperscalers and chipmakers.”
- Key risk: if AI deployment disappoints, computing power oversupplies, or business models fail to materialize, guarantees could be triggered. Meta’s $27bn debt for Louisiana data center raised at Meta’s own spread (150bp) with minimal balance sheet exposure. If Hyperion underperforms or data center values decline, Meta could face $28bn liability hit. Nvidia’s $105bn Ohio guarantee recorded as zero liability until 2028; if SoftBank’s Ohio campus economics deteriorate, Nvidia faces massive exposure. Broadcom’s chip guarantees assume “strong profitability trajectory of leading frontier AI labs”—if that assumption breaks, guarantees trigger.
- Credit rating agencies adjusting for off-balance-sheet exposure: S&P applies haircuts to asset valuations to estimate stressed-sale value; gap between guaranteed value and stressed value determines leverage adjustment. S&P found “gap closer to zero most of the time” even with stressed valuations. However, largest gap seen was ~25% (on $20bn structure = ~$5bn leverage adjustment). As AI capex outpaces cash flows, tech companies managing balance sheets to preserve investment-grade ratings and maintain access to low-cost debt markets. Off-balance-sheet structures enable that while maintaining leverage ratios.
What Happened?
Big Tech companies issued ~$300 billion in residual value guarantees in past 12 months to finance AI infrastructure without full balance sheet impact. Meta issued $28bn guarantee for Hyperion 2GW Louisiana data center (joint venture Blue Owl); $27bn debt raised at Meta spreads (150bp) with minimal balance sheet exposure. Meta also provided similar guarantee for 1GW El Paso data center (July). Broadcom issued $29bn guarantee (June 2025) for 1GW chips to Anthropic; planning additional guarantees for 5GW Anthropic and 1.3GW OpenAI commitments. Nvidia extended $105bn guarantee to SB Energy (SoftBank subsidiary) for Ohio data center campus (exclusive Nvidia hardware for 20 years); zero balance sheet liability recorded until 2028. Goldman Sachs/Morgan Stanley structuring deals; Nvidia offering up to 25% residual value support on $500bn AI infrastructure capital raise. Morgan Stanley analysts tallied $3.1tn+ in off-balance-sheet commitments by seven hyperscalers/chipmakers.
Why It Matters?
For tech shareholders (META, NVDA, AVGO, GOOGL, MSFT, AMZN), off-balance-sheet guarantees enable massive AI infrastructure spending without hitting leverage ratios or credit ratings—allowing continued low-cost debt access. If AI ROI disappoints, these guarantees convert to massive liabilities (Meta $28bn, Nvidia $105bn, Broadcom $29bn+). For credit rating agencies, adjusting for off-balance-sheet guarantees is complex; S&P applies haircuts to asset values but admits gaps are “closer to zero most of the time.” For bondholders, off-balance-sheet leverage poses hidden credit risk. For Morgan Stanley/Goldman Sachs, structuring these deals creates significant investment banking revenue. For infrastructure lenders (Blue Owl, others), tech company guarantees reduce risk of technology obsolescence and enable cheaper financing.
What’s Next?
Monitor tech company earnings for updated guidance on off-balance-sheet commitments; if companies increase guarantee estimates, it signals confidence in AI ROI. Watch credit rating agency statements on tech leverage; if agencies grow concerned about hidden leverage, they could downgrade credits despite low leverage ratios. Track AI infrastructure utilization metrics; if data center capacity utilization declines or falls below projections, it could trigger guarantee conversations. Monitor Anthropic/OpenAI funding announcements; if either company signals lower capex, it could reduce demand for guaranteed chips/infrastructure. Watch for guarantee triggers; if any tech company has to cover a shortfall, it would signal asset value disappointment and trigger broader credit concerns. Track Nvidia’s Ohio campus progress; if project hits delays or SoftBank faces financing stress, the $105bn guarantee becomes more likely to trigger. Also monitor rating agency methodologies; if they increase haircuts on AI infrastructure valuations, it would increase off-balance-sheet leverage adjustments.
Affected Tickers & Coins: META, NVDA, AVGO, GOOGL, 9984 (SoftBank), MS, GS, MSFT, AMZN
Source: Financial Times















