The rise of AI agents in finance presents new challenges for identity verification. Invasive biometric data collection is risky, while machines lack transparent verification. Zero-knowledge proofs (ZKPs) offer a secure solution, allowing AI and humans to prove credentials without exposing sensitive data. This is crucial for enabling safe AI deployment, preventing market manipulation, and fostering trust in the digital economy.