In AI Infrastructure, the Offtake Agreement Is the Asset
Committed Demand as the Primary Credit Variable, Counterparty Quality Over Real Estate, Compute Factory Underwriting from First Principles, What CoreWeave's Microsoft Contract Actually Is
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The Credit Committee
In 2023, a credit committee at a major infrastructure lending institution sat down to evaluate a compute factory financing.
The deal on the table was a purpose-built GPU-dense facility liquid-cooled, engineered from the component level for AI training workloads.
Built to the specifications The Retrofit Problem: Why Legacy Data Centers Cannot Serve AI Workloads identified as the qualifying threshold.
The facility had a single tenant, under a long-duration lease. Power density was roughly three times the committee’s standard data center benchmark.
Asset life, measured in GPU hardware cycles rather than building depreciation, produced a depreciation schedule the model had never processed.
Standard framework occupancy rate, diversified tenancy, cap rate, net operating income produced a number that felt wrong to everyone in the room.
The debate was not whether to do the deal, but whether the model needed to be rebuilt before anyone could correctly price it.
The model needed to be rebuilt.
How Data Center Credit Has Always Worked
The colocation model that dominated data center financing for two decades was built on a specific credit logic.
The building was the asset. Tenants were multiple. Leases were long but staggered.
The credit thesis was real estate: diversified cash flows from a pool of tenants, secured by an asset with residual value independent of any single occupant.
This model produced a predictable risk-return profile.
A colocation facility with twenty tenants, a weighted average lease term of seven years, and 95% occupancy was a well-understood credit.
Banks underwrote the building. Tenants provided credit support. If one tenant left, nineteen remained.
The asset retained value because it could be re-leased to another tenant at broadly similar economics.
Open Compute Project: The Hardware Moat Facebook Built and Gave Away introduced the design efficiency variable two facilities at identical capacity produce different returns when one was engineered at the component level for its workload.
The colocation credit model never needed to price that variable. The building was the asset regardless of what ran inside it.
The compute factory changed every assumption the colocation credit model was built on.
The CoreWeave Structure
CoreWeave raised $7.5 billion in debt financing in 2024. The credit structure was built around the Microsoft contract not the building.
Microsoft had committed to purchasing GPU-dense compute capacity from CoreWeave at defined terms, duration, and scale representing CoreWeave’s primary revenue base. Apollo and participating lenders underwrote Microsoft’s payment obligation.
The data centers were the collateral. The Microsoft contract was the asset.
That distinction is precise and carries significant implications. The lenders modeled Microsoft’s balance sheet. The covenant package was built around contract performance.
Credit assessment was anchored to the counterparty’s creditworthiness. The facility’s net operating income was secondary across all three dimensions.
The model was industrial project finance the same framework used to underwrite power purchase agreements, pipeline throughput commitments, and contracted manufacturing capacity. It was not a data center credit.
The committee that understood that distinction cleared the deal. The committee that applied the colocation framework to the same transaction would have priced the risk incorrectly in both directions.
The Offtake Agreement Defined
The offtake agreement is a contract in which a buyer commits to purchasing a defined quantity of output from a producer over a defined period at defined terms. The agreement exists before the factory is built. The factory is built because the agreement exists.
In power generation, the offtake agreement is the power purchase agreement. In pipelines, it is the throughput commitment. In contracted manufacturing, it is the supply agreement. In each case, the credit underwriting starts with the agreement.
The asset is what produces the output the agreement commits to buying. The agreement is the reason the asset has value.
The compute factory is an industrial facility. The GPU cluster produces AI training capacity. The offtake agreement, the committed customer contract, determines whether that capacity has a buyer.
Contract duration, counterparty creditworthiness, and pricing terms are the three variables that produce the credit profile. The building’s square footage is not in the primary equation.
You should apply this framework when evaluating any compute factory financing.
Start with the contract. What is the duration? Who is the counterparty? What does the pricing structure look like under stress?
The answers produce the credit profile. The asset analysis follows from there.
The Complication
CoreWeave secured its terms because the counterparty was Microsoft.
Its strong balance sheet reduced the risk premium to investment-grade infrastructure levels, and lenders priced the deal accordingly.
The next compute factory deal won’t always have Microsoft behind it.
Some will involve weaker or less established counterparties, including emerging operators, regional AI firms, or sovereign-backed buyers relying on political rather than corporate credit strength.
Credit frameworks adjust for weaker counterparties. A weaker offtake counterparty requires a higher risk premium.
Shorter contract durations increase the residual asset risk lenders must price. More specialized asset designs tied to a single workload also reduce residual collateral value if the contract fails.
The offtake agreement framework accommodates all three adjustments systematically.
Traditional colocation credit models cannot, because they were designed for real estate assets with diversified tenant bases, not industrial assets tied to a single committed buyer.
Three Positions on Offtake-Backed Credit
For private credit investors evaluating compute factory deals, the offtake framework requires a counterparty due diligence process that standard infrastructure credit teams are not always staffed for.
The technical evaluation of the compute factory asset GPU density, thermal architecture, power position is necessary but secondary.
The primary work is understanding the offtake counterparty’s financial position, the durability of their demand for the specific compute capacity being financed, and the enforceability of the contract terms under stress.
For infrastructure equity investors, the offtake framework changes the holding period analysis entirely. A compute factory with a ten-year offtake agreement from a strong counterparty is a different investment from the same facility with a three-year agreement and a renewal option.
The equity value is a function of contract duration and renewal probability. Valuing the equity on real estate comparable transactions produces the wrong answer and produces it consistently.
For sovereign and institutional capital allocators entering the compute factory asset class, the offtake framework identifies the entry point with the most attractive risk-adjusted return.
The deals where offtake quality is strong and the market has not yet priced the counterparty correctly represent the allocation window. The Meta-Apollo deal priced Microsoft-quality offtake at investment-grade terms.
The next tranche of deals will price a range of counterparty quality and the capital that can distinguish between them will allocate more precisely than the capital treating all compute factory debt as equivalent.
The Forward Question
The offtake framework resolves the credit question for compute factory deals with established counterparties. It is the correct model.
It is the industrial model. It is how every major capital-intensive industry has been financed when output must be committed before the factory is built.
The unresolved question is what happens when the offtake counterparty is a sovereign buyer whose commitment is real, but whose creditworthiness is measured by different instruments than a corporate balance sheet.
Sovereign capital changes the offtake framework in two directions simultaneously. It introduces a counterparty whose payment certainty is backed by fiscal authority rather than corporate cash flow.
And it introduces a return requirement that includes non-financial objectives (national capacity building, technology transfer, domestic employment) that standard credit analysis does not capture.
The framework holds. The inputs change. That is where this series goes next.
Really hitting at the core weaving a loom of reality genuinely