The problem OctaMorph AI 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

Challenges I 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.