ConsumerFi is a privacy-preserving intelligence layer that transforms users’ real-world behavior into on-chain economic value and powers AI agents they own. Through secure data annotation and behavioral insights, users earn instantly while improving agent performance. Built as an AI-native fintech stack, ConsumerFi also provides automated credit decisioning, underwriting, and risk engines for financial institutions.