Introduction Generative AI (GenAI) workloads include everything from model training and fine-tuning to real-time inference, automation, and data pipelines that support them. These workloads are now part of everyday business operations and power faster decisions, smoother processes, and better customer experiences. But as GenAI takes on more sensitive tasks, the security stakes rise sharply.