Hybrid Liquidity Architecture

Liqui implements a modular hybrid liquidity architecture optimized for speed, efficiency, and transparency. Built on MegaETH, it combines AMM, AI-optimized CLMM, and on-chain CLOB with execution logic informed by AI agents and routed through verified oracles.

This architecture ensures continuous liquidity, adaptive execution, and efficiency across all market conditions.

Core Layers

  • AMM (Base Layer) At its foundation, Liqui operates an optimized (x*y=k) AMM model to ensure seamless swap experiences and uninterrupted liquidity access.

  • CLMM Pools LPs can define tight price ranges and optimize fee capture. Suggested ranges and rebalance triggers are powered by AI.

  • CLOB Engine A full-featured on-chain orderbook supports limit, market, and stop orders - ideal for high-frequency and institutional traders.

AI Liquidity Orchestration

All three layers are dynamically managed by AI agents.

Autonomous AI agents continuously monitor:

  • Market volatility and slippage

  • Pool utilization and liquidity gaps

  • Execution paths and price impact

Based on this, the protocol dynamically routes trades to the optimal layer, adjusts fees, and manages CLMM ranges - all via oracle-verified logic.

Oracle Layer & On-Chain Execution

AI decisions are routed through the Oracle Bridge:

  • Each decision is signed, timestamped, and hashed

  • Smart contracts verify the oracle signatures

  • No off-chain action is executed without on-chain validation

In sensitive modules like liquidation or leverage adjustment, multi-oracle consensus or threshold signatures are required.

Example:

  1. User requests a swap

  2. AI analyzes market context + pool state

  3. Oracle transmits AI’s signed recommendation

  4. Liqui router contract chooses best route (AMM / CLMM / CLOB)

  5. Transaction is executed on-chain, final and auditable

Benefits:

  • Adaptive market-making based on real-time data

  • Reduced slippage and price impact for users

  • More efficient use of liquidity capital in CLMM and CLOB

  • Automated fee and range adjustments without manual intervention

  • Improved transparency via verifiable oracle-signed decisions

  • Higher capital efficiency and sustainable LP returns

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