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Financial markets run on information. Every trade, loan, or decision in finance depends on data. In traditional finance, companies like Bloomberg or Refinitiv built empires by controlling access to this information. Their model was based on scarcity: make data expensive and sell it to banks and institutions.

Decentralized finance (DeFi) started with the opposite idea. It aimed to make financial systems open, transparent, and permissionless. But DeFi faced one big problem—most market data was not designed for decentralized systems. Instead, it came from third-party middlemen, often delayed, limited, or expensive.

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