Emerging AI Agent Security Challenges and Solutions in 2026

• •Traditional IAM tools are inadequate for securing AI agents.
• •Curity's Access Intelligence offers runtime authorization for agent actions.
• •Commvault's AI Protect can monitor and roll back rogue AI agent actions.

In 2026, organizations are rapidly deploying AI agents, leading to significant security challenges. Traditional identity and access management (IAM) tools are inadequate for managing these increasingly autonomous agents, which operate in complex and unpredictable ways. Curity has introduced Access Intelligence, a new IAM extension that allows runtime authorization for AI agents, addressing the need for dynamic permissions. Meanwhile, Commvault has launched AI Protect, a tool designed to monitor and manage AI agents across cloud environments, enabling organizations to roll back rogue actions. Both solutions highlight the urgent need for improved governance and security measures as enterprises face the dual threat of unauthorized agent actions and the complexities of AI integration. The rapid deployment of AI agents has created governance gaps that could lead to significant security risks if not addressed. As organizations race to adopt these technologies, the importance of securing the underlying infrastructure, such as vector databases, is emphasized.