OctaMorph AI
The Adaptive Public Goods Vault
About
The problem it solves # OctaMorph AI — Adaptive Public Goods Vault (Octant DeFi Hackathon 2025) OctaMorph AI is an ERC-4626-compliant vault that dynamically allocates capital across yield protocols using an AI-driven allocation engine and routes a portion of yield to public goods every epoch. ## Highlights - Adaptive allocation using an off-chain AI Allocation Engine - Transparent impact oracle that selects & scores public-goods beneficiaries - Modular strategy adapters (Aave, Lido, Pendle, Morpho) - ERC-4626 standard vault (tokenized shares) - Automatic periodic public-goods funding (configurable % of yield) ## How it works (concise) 1. Users deposit into OctaMorph Vault (receives oMORPH tokens). 2. AI Allocation Engine computes best allocation and signs the recommendation. 3. Keeper calls 4. Every epoch, a percentage of realized yield is routed to the PublicGoodsRouter. ## Governance & Safety - All adapter additions go through a multisig + timelock. - Keeper role can be delegated to Gelato or a multisig-controlled relayer. - Emergency pause & withdraw implemented. ## License MIT
How it's made
Challenges we ran into During development, we faced hurdles with real-time data processing, cross-chain integration, and AI prediction accuracy. Handling large volumes of live DeFi data required implementing caching and batch processing. Different blockchain APIs needed a normalization layer to unify data for our AI models. Finally, we improved prediction reliability by retraining models with historical and synthetic scenarios, while ensuring the dashboard remained user-friendly.