// GLOSSARY -- DEFI

What is an Automated Strategy?

2 min read Updated

An automated DeFi strategy is a programmatic system that executes investment decisions — rebalancing portfolios, harvesting yields, managing liquidity positions, and adjusting risk exposure — without manual intervention for each action.

WHY IT MATTERS

DeFi strategies require constant attention. Yield rates change, liquidity positions go out of range, collateral ratios fluctuate, and new opportunities appear and disappear within hours. Manual management doesn't scale; automation is essential.

Automated strategies range from simple (auto-compound rewards every 24 hours) to complex (AI-driven portfolio rebalancing across 10 protocols based on real-time market conditions, gas prices, and risk metrics). AI agents are increasingly the execution engine for the complex end.

The risks are proportional to complexity. A simple auto-compounder has limited failure modes. An AI agent dynamically allocating across novel DeFi protocols faces smart contract risk, oracle risk, market risk, and agent reasoning risk simultaneously.

HOW POLICYLAYER USES THIS

PolicyLayer governs which automated strategies agents can deploy and how much capital they can allocate. Protocol whitelists prevent agents from interacting with risky contracts, while position size limits bound exposure per strategy.

FREQUENTLY ASKED QUESTIONS

What's the difference between a vault and an automated strategy?
A vault is a smart contract that pools funds and executes a specific strategy. An automated strategy is the logic itself — which can run in a vault, in an agent, or in off-chain infrastructure. Vaults are one way to implement strategies.
Can AI agents create new DeFi strategies?
Yes, and this is both exciting and terrifying. An AI agent can reason about market conditions and devise novel strategies. But novel strategies are untested — they need sandbox evaluation, risk limits, and human oversight before real capital deployment.
How do you limit risk in automated strategies?
Position size limits (max capital per strategy), protocol restrictions (only audited contracts), drawdown limits (halt if losses exceed threshold), and diversification requirements (don't put everything in one strategy).

FURTHER READING

Enforce policies on every tool call

Intercept is the open-source MCP proxy that enforces YAML policies on AI agent tool calls. No code changes needed.

npx -y @policylayer/intercept
github.com/policylayer/intercept →
// GET IN TOUCH

Have a question or want to learn more? Send us a message.

Message sent.

We'll get back to you soon.