Use cases

Alpha Protocol: The Infrastructure
Layer For Agentic Economies

Powering Autonomous Agent Swarms

Meet AlphaSwarm, Our Flagship Swarm and Your AI Assistant

Liquidity Provisioning


AlphaSwarm dynamically leverages a swarm of specialized AI agents to perform onchain liquidity provisioning. This intelligent "market maker" continuously adapts and improves, efficiently serving market needs that traditional models cannot meet due to economic and onchain limitations. AlphaSwarm makes sophisticated DeFi accessible, empowering both users and token ecosystems with unprecedented ease of participation.

Yield Optimization


Unlock the full potential of your onchain capital with AlphaSwarm's AI-driven optimization. AlphaSwarm helps users identify high-yield opportunities across diverse DeFi protocols, intelligently executing strategies to amplify returns. Positions shift dynamically between liquidity pools, lending platforms, and staking options, adapting in real-time to market conditions and incentive shifts. This ensures your assets are always working harder, smarter, and with greater certainty.

Autonomous Trading


AlphaSwarm executes dynamic trading strategies, adapting to real-time market data for optimized performance. Autonomously adjusts exposure across multiple venues to maintain delta-neutral or risk-minimized positions, proactively predicting liquidations to avoid unnecessary losses. Capital is dynamically allocated across vaults, adjusting based on market volatility, funding rates, and risk parameters.

The AlphaSwarm Works For You

From capital optimization to risk mitigation, see how the AlphaSwarm's autonomous agents reshape and simplify complex DeFi strategies.

Liquidity Provisioning

Our AI-powered market maker combines price forecasting, reinforcement learning, and autonomous agents to deliver smarter and more adaptive liquidity provisioning.

It fills a critical gap left by traditional market makers, who are limited by onchain constraints and economic inefficiencies.

Yield Optimization

Our AI-powered market maker combines price forecasting, reinforcement learning, and autonomous agents to deliver smarter and more adaptive liquidity provisioning.

It fills a critical gap left by traditional market makers, who are limited by onchain constraints and economic inefficiencies.

Autonomous Trading

Our AI-powered market maker combines price forecasting, reinforcement learning, and autonomous agents to deliver smarter and more adaptive liquidity provisioning.

It fills a critical gap left by traditional market makers, who are limited by onchain constraints and economic inefficiencies.

AlphaSwarm:
Unlock DeFi Value With Action and Accessibility

Autonomous AI agents improve capital efficiency, reduce risk, and boost yield — all in real time. Theoriq turns DeFi into a self-optimizing system.

Minimize Liquidity Risk

Agents continuously rebalance positions in response to volatility and market shifts, lowering exposure to impermanent loss, MEV, and slippage.

Enchance Yield

By leveraging real-time data and adaptive strategies, the swarm captures short-term opportunities that static LP positions typically miss.

Improve Capital Efficiency

Swarm agents allocate capital where it’s most effective, reducing idle funds and concentrating liquidity around active price ranges to maximize returns.

The Agentic Economy starts here with AlphaSwarm optimizing liquidity in real time

What Builders and Innovators Are Saying

From developers to protocol teams, Theoriq is reshaping how autonomous agents interact onchain.
Hear from those already building the future with us.

"DeFi is still clunky. Most users can't navigate the complexity, and even experienced traders leave money on the table. Theoriq's AI swarms could automate the heavy lifting, making DeFi actually usable for regular people while maximizing returns."

Tim Haldorsson
Lunar Strategy Founder

"Excited on what Theoriq is working on addressing... it could be something that people could use on a daily basis instead of spending hours to do your own research."

0xJeff
Crypto Advisor &  Analyst

"Theoriq's anticipatory AI represents exactly the kind of innovation The Graph was designed to support! Theoriq’s AI swarms are not only fast and cutting-edge, but this is a team committed to driving real innovation."

Nick Hansen
Team Lead at The Graph Foundation

"Theoriq is building the infrastructure for a new paradigm of collaborative AI. By solving the coordination problem for specialized agents, they're unlocking capabilities that would be impossible for individual AI systems to achieve."

The Crypto Professor
Crypto Educator & Content Creator

"The deeper promise of agent systems like AlphaSwarm isn’t just automation, it’s coherence. A way for fragmented actors in crypto: users, teams, code to interact without manual overhead or brittle integrations."

Stacy Muur
Crypto Research and Green Dots Founder

"DeFi is still clunky. Most users can't navigate the complexity, and even experienced traders leave money on the table. Theoriq's AI swarms could automate the heavy lifting, making DeFi actually usable for regular people while maximizing returns."

Tim Haldorsson
Lunar Strategy Founder

"Excited on what Theoriq is working on addressing... it could be something that people could use on a daily basis instead of spending hours to do your own research."

0xJeff
Crypto Advisor &  Analyst

"Theoriq's anticipatory AI represents exactly the kind of innovation The Graph was designed to support! Theoriq’s AI swarms are not only fast and cutting-edge, but this is a team committed to driving real innovation."

Nick Hansen
Team Lead at The Graph Foundation

"Theoriq is building the infrastructure for a new paradigm of collaborative AI. By solving the coordination problem for specialized agents, they're unlocking capabilities that would be impossible for individual AI systems to achieve."

The Crypto Professor
Crypto Educator & Content Creator

"The deeper promise of agent systems like AlphaSwarm isn’t just automation, it’s coherence. A way for fragmented actors in crypto: users, teams, code to interact without manual overhead or brittle integrations."

Stacy Muur
Crypto Research and Green Dots Founder
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