Ornn raises $33M to transform AI compute into a tradable commodity like oil

Ornn Secures Major Funding to Build AI Compute Marketplace

Ornn raises $33M in seed funding led by Andreessen Horowitz's crypto-focused fund a16z crypto and Galaxy Ventures, with participation from Nordstar, SV Angel, and existing investors including Crucible Capital, Vine Ventures, Link Ventures, and Box Group 1

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. Founded in 2025 by Massachusetts Institute of Technology graduates Kush Bavaria and Wayne Nelms, the startup is building what it calls the world's first compute marketplace designed to transform how companies buy and sell AI compute resources 2

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Addressing Opaque Pricing and Liquidity Issues in Computing Power

The AI compute market currently suffers from significant transparency in the computing power market challenges. Companies seeking graphics processing units face opaque pricing, with most contracts negotiated individually between buyers and sellers at prices that vary deal by deal 2

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. "Right now, companies that need compute are shut out, overpaying or locked into opaque contracts they cannot benchmark or exit," Bavaria and Nelms explained 1

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. Data center operators face equally difficult conditions, forced to underwrite tenants one at a time even as usage shifts across clusters, regions and hardware types. This fragmented approach makes it extremely difficult for operators to accurately forecast future revenue or manage risk when investing in more capacity.

OCPI Index and Futures Contracts Bring Commodity-Style Trading

Ornn developed a transaction-based compute index called OCPI to provide a settlement-grade benchmark that delivers a single, trusted price for compute resources 1

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. The platform facilitates risk transfer through partners like Intercontinental Exchange Inc., which plans to clear futures contracts and options contracts that reference OCPI directly, pending regulatory approval 1

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. Last month, the New York Stock Exchange operator announced it will use Ornn's pricing index for compute futures contracts, adding significant legitimacy to the startup's services 2

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. "All mature commodity markets work the same way. They first need reliable pricing data. Price discovery then enables risk transfer. And risk transfer enables efficient capacity allocation," the founders noted 2

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Marketplace for AI Compute Resources Aggregates GPU Capacity

Alongside OCPI, Ornn built Ornn Compute, the actual marketplace for AI compute resources that aggregates GPU capacity from across public clouds and neoclouds into a single platform with simplified onboarding for buyers 1

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. The platform features a secondary market for transfers and on-demand sublets, allowing dedicated GPU capacity to become a liquid asset while putting idle capacity to work. Operators receive diversified demand from a basket of tenants under one offtake contract rather than underwriting each tenant individually, while buyers get exact visibility into the site, hardware configuration, and terms of every cluster they reserve 1

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Why This Matters for AI Infrastructure Investment

The founders argue that efforts to commoditize compute power cannot wait decades like the oil market did to achieve consistent pricing and transparent supply. "The AI buildout is shaping up to be the largest reallocation of capital toward physical infrastructure in our lifetimes," Bavaria and Nelms wrote. "And it is being financed without the price layer, the hedging tools, or the capital base that every prior infrastructure buildout required to scale" 1

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. With the fresh capital, Ornn plans to hire additional talent and expand its marketplace, positioning itself at the center of what could become a fundamental shift in how AI infrastructure gets financed and deployed 1

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