In an era where artificial intelligence is transforming industries, AI agents are emerging as powerful tools for automating workflows, enhancing decision-making, and delivering tailored user experiences. These agents are entrusted with handling vast amounts of sensitive data from sensitive healthcare records to financial transactions and intellectual property. However, this trust comes with a significant responsibility: ensuring robust data security and compliance.