Private AI refers to a specialized branch of artificial intelligence designed to prioritize data confidentiality, user privacy, and secure model deployment across various applications. Unlike traditional AI systems that often rely on centralized data processing, Private AI leverages techniques like federated learning, differential privacy, encrypted computation, and on-device inference to ensure that sensitive user data remains protected and never leaves the local environment.Private AI Market is projected to Reach USD 11.1 Bn in 2025 and Grow to USD 113.7 Bn by 2034, Expanding at a Robust CAGR of 29.5%.