Successfully integrating machine learning solutions across a large enterprise necessitates a robust and layered protection strategy. It’s not enough to simply focus on model accuracy; data authenticity, access controls, and ongoing monitoring are paramount. This approach should include techniques such as federated training, differential anonymity