kpk agent-powered vaults launched on Morpho on November 13, 2025, bringing autonomous, policy-driven liquidity management to non-custodial asset management. Built by kpk, described as the industry leader in non-custodial asset management, the vaults use software agents that manage liquidity and optimize performance according to predefined on-chain policies, rather than requiring manual intervention during changing market conditions.
What Makes These Vaults "Agent-Powered"
The vaults operate through deterministic agents that manage liquidity, optimize performance, and act on predefined on-chain policies to adjust exposure and protect liquidity as market conditions shift. The agents follow fixed, published rules, not discretionary judgment. Every action the vault takes follows clear, auditable logic. That embeds transparency directly into each transaction, rather than relying on a manager's off-chain decision-making.
Built on Established Non-Custodial Infrastructure
The agent-powered vaults run on kpk's existing non-custodial infrastructure, the same system that has powered large on-chain treasuries, including Gnosis and ENS, since 2020. That track record matters for a product handling automated, autonomous liquidity decisions. The underlying infrastructure has already operated at meaningful scale for major on-chain organizations for several years.
A Real Stress Test During the Soft Launch
During the vaults' soft launch, EURC markets briefly exceeded their utilization threshold, creating a genuine liquidity crunch. Within seconds, the agent reallocated 20% of the vault's liquidity, preserving full withdrawal access throughout the event. By contrast, manually managed vaults facing the same kind of stress typically took hours to respond. The vault sustained higher net yields and uninterrupted liquidity access throughout the incident. That gave kpk a concrete, real-world example of the automation's practical value, not just a theoretical claim.
Performance Compared to Manual Benchmarks
In testing, weekly realized yields from the agent-powered vaults outperformed identical manually managed benchmarks by up to 46%, according to kpk's reporting. The firm frames this performance gap as a direct result of automation functioning as operational discipline: executing policy instantly, without the delay or discretionary hesitation that comes with human-managed decision-making.
Leveraging Morpho's Existing Network
By building on Morpho, described as the universal lending network, kpk's vaults tap into Morpho's more than $10 billion network effect, including integrations with major fintechs and banks worldwide. This gives kpk's automated strategies access to substantial existing liquidity depth, rather than needing to bootstrap a new lending market from scratch.
Transparency and Compliance Design
All kpk vaults are ERC-4626 compliant and fully transparent. Parameters, oracles, and allocations are accessible through both the kpk handbook and the Morpho interface directly. The initial vault offering includes a kpk USDC Yield vault on Arbitrum, extending the same policy and automation framework to that Layer 2 network. Allocations get dynamically rebalanced across incentive-rich markets, subject to strict caps designed to preserve liquidity and mitigate risk.
Agent-driven, policy-based automation like this reflects the same shift toward reducing manual DeFi complexity seen in GoMining's Simple Earn feature. Both aim to remove the need for constant manual position management.
Glossary
- ERC-4626: A token standard for tokenized yield-bearing vaults, designed to standardize how deposit, withdrawal, and accounting logic works across DeFi vaults.
- Utilization threshold: The point at which a lending market's borrowed funds relative to available liquidity reaches a level that can trigger reduced withdrawal capacity.
- Non-custodial: A structure where users retain direct control of their assets rather than depositing them with a third party that takes custody.
Disclaimer
For informational purposes only, this article does not constitute financial or investment advice. Automated yield vaults carry smart contract, market, and liquidity risk. Confirm current performance figures and vault parameters directly through official kpk documentation.
