Project 0 Vaults: Machine Learning Grade Yield

Project 0, in partnership with Gamma, launched two AI-powered vaults on Solana that use machine learning to automate yield strategies, targeting SOL/LST and stablecoin yield. The vaults leverage Project 0's multi-venue prime brokerage infrastructure to capture risk-adjusted rate differences across markets, with risk parameters transparent on-chain. The initial launch includes a SOL/LST carry trade vault and a stablecoin rate arbitrage vault, both designed to adapt to market conditions dynamically.

Today, Project 0 is introducing a new model for automated yield generation: AI-powered vaults developed in partnership with Gamma, where intelligent agents operate continuously to optimize strategies on the user’s behalf. Unlike traditional yield managers, these agents are always active, monitoring positions, reallocating capital, and capturing new opportunities as market conditions evolve. The primary limitation of today’s vaults is that they are built on isolated, constrained markets. Any basis, carry, or rate opportunity is quickly arbitraged away within a uniform risk environment. This leaves vault managers with two options: take on excessive credit risk to generate additional yield or simply deposit users’ funds as lenders, something users could already do themselves. Project 0’s vaults operate differently. Built on our multi-venue prime brokerage infrastructure, they can continuously identify and capture differences in risk-adjusted rates across markets, creating recurring opportunities for intelligent capital allocation. The intelligence behind these vaults is built specifically around Project 0’s infrastructure and capabilities. Trained to allocate across P0’s multi-venue prime brokerage layer, the model can identify and capture differences in risk-adjusted rates across otherwise isolated markets. This enables more customized yield strategies that cannot be replicated by single-venue vault providers. Two vaults will be available at launch, focusing on Solana native SOL and stablecoin yield. They’re designed to remove the complexity of active yield management while unlocking opportunities unavailable to traditional vault providers. A Smarter Approach to Automated Yield Markets move quickly through liquidity shifts, fluctuating rates, and limited-time yield opportunities throughout the day. Rather than relying on fixed allocation strategies or rule-based automation, Project 0’s machine learning models continuously evaluate market conditions and adjust portfolio positioning based on those conditions. Our algorithms analyze where capital can be deployed most efficiently, allowing the vaults to dynamically rebalance as opportunities emerge. The result is an automated strategy that is designed to adapt to markets, not follow predetermined, static rules. The Vaults The initial launch includes two machine learning vaults tailored to different investor objectives: SOL/LST Yield The SOL Yield vault is built around an automated carry trade strategy that utilizes leverage loops to capture persistent spreads within the Solana ecosystem. The AI agent continuously manages leverage, monitors market conditions, and adjusts positioning to maximize risk-adjusted yield while removing the complexity typically associated with these strategies. Stablecoin Yield The Stablecoin Yield vault employs an automated rate arbitrage strategy, allocating capital across multiple venues to capture differences in stablecoin lending and borrowing rates. The vault can continually identify and execute on pricing inefficiencies that isolated single-market vaults cannot. Both of these vaults leverage the same adaptive machine learning framework while optimizing for their respective asset classes. Built with Risk Management in Mind Higher yield won’t come at the expense of risk management. Every vault is designed with defined transparent, visible, on-chain risk parameters that govern how capital is allocated and when positions are rebalanced. Users maintain full visibility into how their assets are being managed. The risk-first philosophy is built on infrastructure that has already been battle-tested: Project 0’s risk engine has processed billions of dollars in transactions across multiple market environments without experiencing an insolvency event. Why We’re Different What differentiates us from other vault providers isn’t only the automation, but also the access. Project 0 operates as a multi-venue, DeFi-native prime broker, so the vaults can capitalize on yield and arbitrage opportunities across multiple trading venues using unified capital. Traditional vault providers are typically limited to individual protocols or isolated liquidity pools, preventing them from capturing opportunities that exist between venues. By leveraging our infrastructure, the machine learning models can identify and execute cross-venue strategies that would otherwise be inaccessible. This creates an entirely new source of yield optimization that has never before been possible, allowing capital to move wherever the best opportunities exist. As DeFi continues to mature, the future of yield won’t belong to static strategies, or in places where users have to manually manage their capital for hours. It will belong to systems that can learn, adapt, and execute wherever the best opportunities exist. Try Project 0 Vaults today. https://app.0.xyz/vaults