This chapter explores the importance of trust mechanisms and zero knowledge proofs in industries that utilize blockchain technology. It discusses the limitations of zero knowledge proofs in verifying real-world data and emphasizes the need for human verification and auditing to prevent fraud. The chapter also highlights various use cases for zero knowledge proofs, including data monetization, credit scoring, and supply chain management.