Successfully integrating AI solutions across a large enterprise necessitates a robust and layered defense strategy. It’s not enough to simply focus on model accuracy; data integrity, access controls, and ongoing observation are paramount. This methodology should include techniques such as federated adaptation, differential confidentiality, and ro