Business Pill · Paying for AI chips whether you use them or not
A take-or-pay contract commits the buyer to pay for a fixed amount whether it uses it or not. The owner gets certainty, and the buyer gets guaranteed capacity and a fixed bill.
A short explainer video, under a minute. The gym, the AI lab and the data centre owner are an illustration.
At a glance
What a Take-or-Pay Contract Is
That is a take-or-pay contract. The buyer commits to pay for a fixed amount, whether it uses it or not.
What Each Side Gets
The owner gets certainty. It can show the contract to a bank, and borrow against it.
Why It Matters
The video turns this into one question: what have we promised to pay for, used or not?
Commitments that bind whether or not they are used show up in our recent reporting. Our report says that, as Reuters’ account of a confidential prospectus is relayed by ANI, Anthropic expects to spend at least $518 billion over a decade on AI computing from six partners, with about 80% non-cancellable or payable regardless of usage.
In our other report, CNBC reported that Reflection agreed to pay SpaceX $150 million a month from 1 July 2026 through 2029, with either side able to exit on 90 days’ notice after three months. Both reports verified none of the figures.
The Business Engineer Lens
Where this idea sits in the Business Engineer library:
The Business Engineer framework maps where each part of the AI stack sits and who holds the leverage. These pills are short lessons from the same library.
Take-or-Pay is an example of Binding Order. Take-or-pay is a binding commitment: the lab pays for the chips whether used or not, so walking away costs something.
Take-or-Pay contrasts with Usage-Based Pricing. Take-or-pay fixes the buyer’s bill regardless of use; usage-based pricing makes the bill follow the work done.
Take-or-Pay drives the cost of Burn Rate. A fixed chip bill keeps arriving when demand slows, and the burn lesson says AI burn is often the computing bill.
Backlog builds on Take-or-Pay. AI backlogs are large because customers sign long contracts to secure scarce capacity, the commitment take-or-pay describes.
Power Purchase Agreement contrasts with Take-or-Pay. Both are long contracts: a PPA buys a steady power price, while take-or-pay commits payment for capacity used or not.
Neoclouds(lesson unlocks soon) builds on Take-or-Pay. A neocloud borrows heavily to buy chips; take-or-pay contracts are what let a chip owner show a bank committed payments.
An Option(lesson unlocks soon) contrasts with Take-or-Pay. Take-or-pay pays whether used or not; an option pays a small fee now and leaves the choice for later.
Prepayment(lesson unlocks soon) contrasts with Take-or-Pay. Both commit the buyer early: prepayment pays before delivery, take-or-pay pays for capacity whether used or not.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
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