Table of Contents
Do not index
Do not index
How AI Agents Work in DeFi
The practical story behind autonomous finance—not just a concept.
DeFi promised open access to financial markets, permissionless innovation, and borderless trading. But most users still juggle dashboards, charts, strategy sheets, and risk calculations.
What if DeFi could think for you?
What if it didn't just automate—but autonomously managed your positions with strategy and intent?
MAIN brings that reality: AI agents for DeFi. They don't replace users—they execute your goals on your behalf.
What Is an AI Agent in DeFi?
An AI agent is more than a bot or dashboard. It's a software system that continuously:
- monitors markets and on-chain data,
- interprets real-time signals,
- performs transactions on the blockchain without manual intervention.
Agents observe, decide, and act—all autonomously—within rules you set. They're executive software, not passive tools.
Why We Need AI Agents in DeFi
DeFi today is powerful—but complex:
- Liquidity positions require constant adjustment,
- Volatility and fees move faster than humans can react,
- Impermanent loss and strategy timing are hard to manage.
Traditional tools give you information. AI agents give you actions. They reduce cognitive load, minimize missed opportunities, and help less experienced users participate in advanced DeFi strategies without manual oversight.
Core Components of an AI Agent
Every AI agent operates with three foundational layers:
1. Data layer
Agents need visibility into:
- on-chain data (prices, volume, liquidity),
- market indicators (volatility, depth),
- signals from both on-chain and off-chain sources.
2. Decision layer
This is the logic center:
- strategy rules,
- risk boundaries,
- user intent (what you want the agent to achieve).
3. Execution layer
The agent sends smart contract transactions to:
- swap assets,
- rebalance pools,
- adjust parameters.
The key difference: Execution is on-chain and verifiable.
What AI Agents Can Do
In plain terms, AI agents can:
- Manage liquidity positions automatically
Rebalance ranges based on market shifts.
- Adjust market exposure
Alter positions when volatility spikes or dips.
- Execute rules intelligently
With stop-loss, take-profit, or strategic timing built in.
- Optimize outcomes
Balance fee income with capital efficiency.
How User Control Works
AI doesn't replace your choices—it amplifies them.
When you define your strategy, you tell the agent:
- what risk you accept,
- how much capital to use,
- when to stop or exit.
Agents operate only within those limits. This ensures disciplined execution while you retain oversight and control.
How AI Agents Integrate with DEX Workflows
Agents interact with a DEX like a human trader would—except faster and continuously:
- Read the current on-chain statePrices, liquidity, pool conditions.
- Evaluate strategy rulesCompare conditions to thresholds you set.
- Send transactions to smart contractsAct within the bounds of your instructions.
Every action is transparent, secure, and traceable on-chain—the fundamental promise of DeFi.
AI Agents on MAIN
MAIN doesn't treat agents as add-ons. They're built into the core DeFi experience.
Here's how MAIN deploys them:
- Native integration: Agents operate alongside liquidity and trading mechanics.
- Strategy automation: Set goals like SL/TP, rebalance behavior, or target exposure—and agents handle execution.
- Simple experience: No scripts, no custom bots—agents launch through intuitive UX.
MAIN positions AI as a strategic partner, turning complex DeFi actions into simple workflows.
Common Misconceptions About AI Agents
"AI guarantees profits." No—markets are unpredictable. Agents improve efficiency and risk discipline, but they don't eliminate risk.
"AI replaces user control." No—you still define goals, limits, and risk profiles.
"AI runs unattended." Agents run within bounds you choose—and can be paused or stopped anytime.
It's less about magic and more about empowerment.
In Summary
AI agents bridge data and execution in DeFi.
They use real-time information to act on your behalf—making complex strategies accessible without manual micromanagement. This isn't just automation—it's intelligent decentralization.
With MAIN, AI agents aren't an add-on. They're essential infrastructure that helps users, LPs, and projects operate smarter on decentralized markets.
Welcome to DeFi that thinks.
