ZKML (Zero-Knowledge Machine Learning) » introduces a way for AI models to learn and produce results without ever revealing the data used inside the process. It allows sensitive information to stay protected while still making advanced analysis possible. With ZKML (Zero-Knowledge Machine Learning), organisations can run complex computations on encrypted data, train models securely, and share outcomes without exposing anything confidential. This creates a new path for privacy focused AI in areas like finance, healthcare and regulated industries where data control is essential.