How HALO Finds Alpha Others Miss
Intelligent Market Making
Providing liquidity on Prediction markets by placing simultaneous buy and sell orders around fair value, capturing bid-ask spreads while maintaining balanced inventory.
Our AMM places simultaneous buy and sell orders using a sophisticated algorithm that:
- Analyzes Market Depth: Evaluates current order book liquidity and trading volume
- Calculates Optimal Prices: Determines best bid-ask levels to maximize fill rates
- Sizes Positions Intelligently: Allocates capital based on available funds and market conditions
- Maintains Balanced Inventory: Automatically balances positions to minimize directional exposure across Opinion and Polymarket
By providing continuous liquidity, we capture spreads on matched trades while ensuring the protocol remains market-neutral.
AI-Powered Fair Value Discovery
AI+ML+RL+LLM ensemble calculates true fair value for prediction markets. Analyzes features to identify mispricing opportunities.
Our ensemble combines XGBoost, LSTM, PPO, and LLM models to analyze 45+ features including technical indicators, sentiment, on-chain data, and order book metrics.
Each model contributes unique strengths: XGBoost for pattern recognition, LSTM for time-series analysis, PPO for adaptive optimization, and LLM for market narrative understanding.
This multi-model approach achieves superior accuracy in identifying mispricing opportunities that traditional methods miss, enabling profitable trades with high confidence.
Dynamic Spread Optimization
Real-time spread adjustment based on market volatility and liquidity depth.
Our system uses advanced mathematical models to optimize spreads in real-time:
- Dynamic Kelly Criterion: Adjusts position sizing based on win probability and edge
- Avellaneda-Stoikov Model: Optimizes bid-ask spreads considering inventory risk and market impact
- AI-Detected Mispricing: Leverages ML models to identify opportunities across prediction markets
These models work together to adjust spreads dynamically based on market volatility, liquidity depth, and detected mispricing opportunities, ensuring optimal risk-adjusted returns.
Deposit USDT
Deposit USDT into our BNB Chain vault and receive vHALO shares representing your portion of the liquidity pool.
AMM Provides Liquidity
AI-powered AMM places buy/sell orders with optimized spreads, adjusting in real-time based on mispricing detection and market conditions.
Earn Spread Revenue
Capture bid-ask spreads on every matched trade. Vault automatically compounds profits and distributes yields to vHALO holders.
Product Roadmap
Our journey to building the most sophisticated AI-powered prediction market AMM
Q1 2026
Automated Trading Bots
- •Bonds Bot - Automated bond trading strategies
- •Arbitrage Bot - Cross-market opportunity detection
- •Real-time monitoring and execution
- •Risk management and position sizing
- •Alpha Testing Phase
Q2 2026
Vault & Security
- •Cross-Chain Arbitrage Bot - Multi-chain price discrepancy exploitation
- •Vault smart contract deployment
- •Third-party security audit
- •Multi-market capital allocation system
- •Beta Testing Phase
Q3 2026
Optimization & Scaling
- •Dynamic drawdown protection
- •Advanced risk management suite
- •Multi-strategy portfolio optimization
- •Cross-chain expansion (Solana)
- •Enhanced fair value models with volatility-based pricing
Q4 2026
Governance & Expansion
- •DAO governance activation with HALO token
- •Community-driven parameter tuning
- •Additional prediction market integrations
Stay Updated
Get the latest updates on HALO's development, new features, and alpha opportunities