Ocean Protocol Brings Decentralized Data and AI Services with Compute-to-Data Model

Ocean Protocol offers a decentralized stack for data and AI services without requiring raw file transfer. The protocol utilizes Data NFTs (ERC-721) to represent assets, while datatokens (ERC-20) serve as access tickets. Compute-to-Data allows hospitals, enterprises, and researchers to sell insights or model training without exporting the dataset.

Ocean Nodes add modular compute capabilities, and Predictoor enables users to run prediction-style bots on price feeds. The ecosystem token is OCEAN, which facilitates access, markets, staking/curation, and revenue generation through burns.

The Compute-to-Data model remains Ocean Protocol's core idea, ideal for data owners, AI builders, and researchers seeking token-gated access or on-prem compute on private sets. However, the product concept has faced challenges due to the ASI/FET alliance's departure, affecting OCEAN's token history and supply story.

The protocol is open-sourced with libraries (ocean.js / ocean.py) and market tools available for developers. Nevertheless, setup may be developer-heavy compared to traditional SaaS data rooms. The Compute-to-Data approach relies on publishers hosting and allowing algorithms, which can limit its effectiveness.