OctaMorph AI
The Adaptive Public Goods Vault
Created on 8th November 2025
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OctaMorph AI
The Adaptive Public Goods Vault
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)
- Users deposit into OctaMorph Vault (receives oMORPH tokens).
- AI Allocation Engine computes best allocation and signs the recommendation.
- Keeper calls
- 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.
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