Introduction

Introduction to OctiFi — purpose, capabilities, and core concepts

OctiFi is built around an 8-layer intelligence architecture that continuously senses, reasons, and acts across crypto markets. Each layer contributes a distinct capability — from real-time data aggregation and sentiment analysis to ensemble forecasting, risk controls, and optimized execution with MEV-aware routing.

Who this is for:

  • Traders who want robust autonomous execution with transparent controls

  • Quants who want to understand the decision stack and risk model

  • Developers who want to integrate wallets and build custom workflows

Key concepts:

  • Multi-model ensemble: LSTM forecasting + gradient boosting and neural model fusion for consensus

  • Strategy orchestration: Policy chooses among momentum, mean-reversion, arbitrage, and hedging

  • Risk governance: Position sizing, drawdown guards, and Sharpe-optimized portfolios

  • Smart execution: Slippage-aware routing, gas optimization, and MEV protection

  • Continuous learning: Reinforcement loop updates policies from realized PnL and risk

Next steps:

NextQuickstart

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