Brevis has introduced a groundbreaking solution to the Web3 data analysis sector by integrating zero-knowledge proofs, addressing the long-standing dilemma of balancing privacy and trust. This innovation allows for the verification of computational processes on the blockchain without revealing the underlying algorithmic details, thus maintaining commercial confidentiality while ensuring data integrity. The implementation, showcased in collaboration with Polymarket, enables users to confidently verify data authenticity without the risk of algorithm exposure. This dual assurance of privacy and trust is set to redefine industry standards, providing a transparent and auditable framework for prediction markets and sentiment analysis. Brevis's approach paves the way for large-scale application of private data, offering a significant competitive edge in the Web3 landscape.