Morgan Stanley estimates that AI infrastructure spending will reach $6.7 trillion by 2029. But AI's growth is limited not by code or compute alone — it's limited by capital.
Traditional banks are built for 30-year real estate mortgages, not 3-year GPU lifecycles. GPUs depreciate quickly, so banks see them as risky and "unfinanceable." It takes 6+ months to secure a traditional loan, but in AI, 6 months is an entire hardware generation. Meanwhile, there's $800 billion in private credit looking for yield with no easy way to fund AI infrastructure.
This is the problem Permian Labs is solving.
In simple terms: companies that need GPUs to run AI workloads can go to Permian Labs and get financing to buy that hardware. Permian makes it easy for these companies to obtain loans while still offering solid, above-S&P 500 returns to the investors providing the capital.
Think of it like a mortgage for GPUs. When you buy a house, the bank doesn't care about your entire financial life — they care about the house as collateral. Permian does the same thing with GPUs: they look only at the hardware as collateral, not the cash flows or balance sheet of the underlying business. This unlocks financing for AI companies that have real collateral but aren't the size of OpenAI or don't have access to Blackstone.
Permian fully owns USDai, a stablecoin that earns yield by providing liquidity to these emerging AI companies.
This is actually one of the better use cases for crypto and blockchain technology I've seen.
Permian is bringing all of the processes of obtaining a GPU loan — origination, documentation, and deeding — onto the blockchain. Using something called UCC Section 7, they convert physical hardware into digital receipts that provide the same legal protection as a physical deed to a house.
This is a common-sense way to use blockchain technology today. It's not speculative — it's practical infrastructure that makes financing faster and cheaper. They're also leveraging the explosion of crypto token liquidity to connect GPU assets to financing. This is why PayPal, Coinbase Ventures, and Dish have all invested.
Since inception, Permian Labs has facilitated $358 million in loan volume. Their hardware infrastructure arm, Tactical Compute, actively operates $60 million in compute-oriented hardware globally.
They now have access to nearly $2 billion in liquidity, including nearly $1 billion from PayPal, and they have several GPU projects coming online to tap that liquidity. Just recently they announced a $500 million debt facility for GPUs with Sharon AI.
Michael Maniscalco, the former CTO of Applied Digital ($APLD, $10B market cap) and now CEO of QumulusAI, put it this way: "This partnership represents a paradigm shift in AI infrastructure financing. By leveraging Permian Labs' tokenization framework, we can scale faster and more flexibly — meeting the surge in AI compute demand without the constraints of legacy financing."
There are trillions of dollars of financing needed for the GPU infrastructure buildout. Through the technology Permian has built, they make it extremely easy for companies to obtain financing while offering solid returns to investors. Traditional financing is slow and expensive — Permian is fast and cheap.
By integrating with PayPal and other liquidity sources, they secure a 4.5% yield floor on capital. This allows them to lend to AI companies at ~7.5%, significantly undercutting the 12%+ rates offered by specialized private lenders.
Banyan & Coinbase Ventures invested on the same term. Prior investors include Dragonfly, Framework, Ethereal, Nascent, Ethereal, DCG, Bullish.
At Banyan, I invest in AI-native infrastructure — the foundational layers being rebuilt as AI becomes the dominant form of intelligence. Permian Labs fits squarely in this thesis.
I belive this is a significant innovation because it unlocks new liquidity pools from both institutions and individuals. It provides a much more streamlined financing process for purchasers of GPUs, and it reduces the overhead of loan origination with more efficient technology.
The AI infrastructure buildout needs trillions in financing. Permian Labs is building the rails to make that happen.
