Permian Labs
Permian Labs operates USD.AI, a DeFi protocol that channels stablecoin liquidity into non-recourse GPU-backed debt facilities for AI infrastructure operators, enabling non-dilutive GPU financing while offering stablecoin holders real-yield exposure to physical compute assets.
- Company typePrivate
- Founded2021
- HeadquartersNew York, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Permian Labs does
Permian Labs is a fintech protocol company that operates the USD.AI platform, an on-chain credit system channeling stablecoin liquidity from DeFi depositors into non-recourse, non-dilutive debt facilities secured by physical GPU hardware. Founded in 2021 and headquartered in New York, the company targets AI infrastructure operators that require large-scale capital to purchase NVIDIA GPUs but lack fast access to traditional infrastructure financing. The protocol uses smart contracts written in Solidity and deployed on Ethereum, with Chainlink providing oracle-based GPU asset valuation and The Graph indexing protocol activity. Risk parameters include a 70% loan-to-value ratio, first-loss capital provisions, and legal separation of GPU collateral from operator balance sheets.
The company's commercial engine is enterprise field sales of structured debt facilities, complemented by product-led growth through the open USD.AI protocol and a CoinList-hosted ICO of its native CHIP token (Feb 2026, $0.03 per token, $300M fully diluted valuation). To date, Permian Labs has arranged roughly $632M in facilities across anchor counterparties including QumulusAI ($500M), Duos Edge AI ($98.1M for 2,304 NVIDIA B300 GPUs), and NexGen Cloud ($34M for Sweden/Finland deployments), with vertical integration through Hydra Host's Brokkr AI Factory Operating System for GPU-as-a-Service distribution. Revenue is generated through origination and servicing fees on these facilities, plus token-based economics from CHIP and the sUSDai yield-bearing token subscribed to by DeFi liquidity providers and institutional allocators such as iPower Inc.
The company's go-to-market is a hybrid of enterprise direct sales for large GPU financing mandates and protocol-native distribution for retail and institutional stablecoin capital. The customer base spans AI infrastructure builders, DeFi stablecoin holders seeking real-yield exposure, and institutional treasury allocators. Backers include NVIDIA Inception, PayPal, Coinbase Ventures, Framework, Dragonfly, DCG, Ethereal, Nascent, Alliance, Delphi, YZi Labs, and the Arbitrum Foundation, indicating strong institutional validation of the DeFi-meets-AI-infrastructure thesis.
Permian Labs firmographics
Firmographics- Name
- Permian Labs
- Legal name
- Permian Labs
- Website
- https://permianlabs.xyz
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Permian Labs operates USD.AI, a DeFi protocol that channels stablecoin liquidity into non-recourse GPU-backed debt facilities for AI infrastructure operators, enabling non-dilutive GPU financing while offering stablecoin holders real-yield exposure to physical compute assets.
- Ownership category
- akta.pro rank
Permian Labs industry classification
Industry- Product category
- DeFi Lending Protocol
- NAICS
- Financial Transactions Processing, Reserve, and Clearinghouse Activities (522320), Securities, Commodity Contracts, and Other Financial Investments and Related Activities (523)
- SIC
- Security & Commodity Brokers, Dealers, Exchanges & Services (6200), Finance Services (6199)
- akta.pro primary industry
- Decentralized Lending & Borrowing Protocols (FSADAMAA)
- akta.pro secondary industries
- Lending Protocol Infrastructure (Oracles, Rate Models, Vaults) (FSADAFAN), Money Markets & Collateralized Debt Positions (CDPs) (FSADAMAM), Treasury Management & Corporate Crypto Yield Programs (FSADAHAL)
Keywords
Where Permian Labs is headquartered
LocationHeadquarters
- HQ city
- New York
- HQ country
- United States
- HQ region
- North America
Markets served
Permian Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Operations, Marketing or Sales, Infrastructure
Revenue model
- Protocol Transaction Fees: The USD.AI protocol generates revenue through transaction fees on financed GPU deployments and loan activities facilitated through the platform. The protocol facilitates large-scale debt facilities ($500M, $98.1M, $34M) with associated fee structures.
- CHIP Token: The protocol's native CHIP token (ICO at $0.03, $300M FDV) may provide token-based revenue streams including staking rewards (sUSDai yield-bearing token) and potential protocol fees.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| One time/ perpetual license | Multi-year contract | CHIP Token ICO |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels4 records
Permian Labs product offering
Product offeringCore offering
Permian Labs operates the USD.AI Protocol, an on-chain credit system that channels stablecoin deposits from DeFi participants into non-recourse, GPU-collateralized debt facilities for AI infrastructure operators. The company arranges and distributes multi-hundred-million-dollar financing facilities for AI compute builders using physical GPU assets as collateral, while offering yield-bearing sUSDai exposure to stablecoin holders. Complementary products include GPU Loans (a dedicated GPU-backed lending platform) and the CHIP protocol token.
Product overview
Permian Labs operates a dual-product platform consisting of the USD.AI Protocol and GPU Loans. The USD.AI Protocol is the core DeFi product that channels onchain capital (primarily from stablecoin depositors) into GPU infrastructure financing, using physical GPU assets as collateral. GPU Loans is the financing engine that structures and distributes debt facilities for GPU deployments through blockchain-based credit markets. The CHIP token serves as the protocol's native token. The platform targets AI infrastructure expansion by providing non-recourse, non-dilutive financing to GPU operators while offering yield opportunities to stablecoin depositors.
Differentiator
Problem solved
Functional benefit
Brands
- USD.AI Protocol: On-chain credit system connecting DeFi capital with real-world AI GPU infrastructure financing
- GPU Loans
Products and services
- USD.AI Protocol
Quantifiable outcome
- $500M+ in GPU financing facilitated across multiple facilities
- +2 more outcomes
Companies that use Permian Labs
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles3 records
Permian Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Feature5 records
Permian Labs partnerships and signals
Strategic signalPartnerships
Nine partnerships are on record, tiered core, flagship and strategic.
- NexGen CloudcoreUSD.AI secured a $34M three-year non-recourse debt facility for NexGen Cloud's NVIDIA GPU deployments in Sweden. NexGen Cloud will deploy 4,500 NVIDIA B300 GPUs at its EU2 data center in Finland and add 56MW capacity in 2027 to accelerate sovereign AI compute in Europe.
- Duos Edge AIcoreUSD.AI provided $98.1M three-year debt facility for Duos Edge AI's deployment of 2,304 NVIDIA B300 GPUs. Infrastructure operated by Duos Edge AI (subsidiary of Duos Technologies Group) and managed by Hydra Host through its Brokkr AI Factory Operating System.
- Hydra HostcoreHydra Host manages GPU-as-a-Service distribution for Duos Edge AI deployments through its Brokkr AI Factory Operating System, creating a vertically integrated model with USD.AI providing the financing layer.
- QumulusAIflagshipPermian Labs arranged a $500M non-recourse financing facility distributed through the USD.AI Protocol for QumulusAI's AI infrastructure expansion. This flagship partnership enables QumulusAI to fund GPU deployments using blockchain-based credit markets.
- Aethirstrategic$40M Tactical Compute (TACOM) initiative in collaboration with Beam Foundation, Sophon Foundation, and Permian Labs to provide scalable computing power for AI applications, blockchain systems, and gaming technologies. Aethir reports $50M in ARR and supports 200+ companies.
- Beam FoundationstrategicCollaborator in $40M TACOM initiative with Aethir and Permian Labs for decentralized GPU infrastructure.
- Sophon FoundationstrategicCollaborator in $40M TACOM initiative for AI and blockchain infrastructure expansion.
- ChainlinkcoreUSD.AI protocol integrates Chainlink for oracle services, providing real-time GPU asset valuation and collateral monitoring on-chain.
- The GraphcoreUSD.AI protocol uses The Graph for indexing blockchain data, enabling efficient querying of protocol activity and loan data.
Scale indicators6 records
Recent moves6 records
Expansion highlights6 records
Permian Labs competitors and assessment
Company assessmentDirect peers
- Centrifuge: Decentralized credit protocol tokenizing real-world assets for on-chain lending. Most direct peer given shared RWA-collateralized lending architecture, though Centrifuge focuses on receivables/invoices rather than hardware.
- Maple Finance: Institutional-grade on-chain credit marketplace for crypto-native lenders and borrowers. Comparable business model of structured debt facilities with underwriting controls, targeting similar institutional DeFi yields.
- Goldfinch Finance: Decentralized credit protocol enabling loans without crypto collateral, using real-world borrower creditworthiness. Closely comparable in bridging off-chain creditworthiness with on-chain capital pools.
Broad incumbents
- MakerDAO (Sky): Established DeFi lending protocol using overcollateralized CDPs to issue DAI stablecoin. Comparable CDP-style architecture and stablecoin yield mechanics, though much larger and broader in scope.
- Aave: Largest DeFi lending protocol with overcollateralized crypto lending markets. Competes for stablecoin deposit liquidity and represents the incumbent benchmark in DeFi lending.
- Compound: Foundational DeFi money market protocol. Competes directly for stablecoin lender yield and represents baseline DeFi yield alternative to USD.AI's GPU-backed product.
Emerging players
- Morpho: Optimized lending layer built on top of Aave/Compound with peer-to-peer matching. Emerging competitor for stablecoin lender yield with more capital-efficient matching.
- Pendle Finance: Yield tokenization and trading protocol. Comparable in creating structured yield products from underlying DeFi primitives, though focused on fixed-yield trading rather than RWA credit.
- Plume Network: Modular L2 focused on real-world asset tokenization. Adjacent in RWA infrastructure with overlapping investor base (DCG, others) and shared thesis on tokenizing yield-bearing real-world assets.
Others
- Aethir: Decentralized GPU cloud provider and existing Permian Labs partner in the $40M TACOM initiative. Adjacent infrastructure layer in the GPU compute stack — a supply-side peer rather than direct credit competitor.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks5 records
Key highlights6 records
Customer concentration
Permian Labs social profiles
Digital presencePermian Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Permian Labs leadership team
Management profileNumber of profiles
Profiles4 records
Permian Labs funding detail
Funding detailFunding overview
Funding rounds4 records
Investors27 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Permian Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Permian Labs
What does Permian Labs do?
Permian Labs operates the USD.AI Protocol, an on-chain credit system that channels stablecoin deposits from DeFi participants into non-recourse, GPU-collateralized debt facilities for AI infrastructure operators. The company arranges and distributes multi-hundred-million-dollar financing facilities for AI compute builders using physical GPU assets as collateral, while offering yield-bearing sUSDai exposure to stablecoin holders. Complementary products include GPU Loans (a dedicated GPU-backed lending platform) and the CHIP protocol token.
Is Permian Labs a public or private company?
Permian Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Permian Labs founded?
Permian Labs was founded in 2021. It employs 11 to 50 people.
Where is Permian Labs based?
Permian Labs is headquartered in New York, United States, in the North America region.
How does Permian Labs make money?
Two revenue lines are on record. Protocol Transaction Fees are the primary driver. The others are CHIP Token.
Who are Permian Labs's main competitors?
Direct peers on record are Centrifuge, Maple Finance and Goldfinch Finance. Broad incumbents are MakerDAO (Sky), Aave and Compound. Emerging players are Morpho, Pendle Finance and Plume Network. Aethir is listed as an others.
Does Permian Labs have an API?
No public API is recorded for Permian Labs.
What industry is Permian Labs in?
Permian Labs's product category is DeFi Lending Protocol. Its primary akta.pro industry code is FSADAMAA, Decentralized Lending & Borrowing Protocols, with a secondary code of FSADAFAN, Lending Protocol Infrastructure (Oracles, Rate Models, Vaults). Its NAICS code is 522320 and its SIC code is 6200.