Vectara Guardian Agents Data Sheet

AI adoption is accelerating across the enterprise, with teams deploying AI agents to automate tasks, surface insights, and drive efficiency. But as these systems proliferate, so do the risks: hallucinations, inconsistency, bias, and inaccurate retrieval can erode trust, while many agents operate with little oversight and without full awareness of a companyʼs domain expertise and data. 

Donʼt Risk Your Reputation on Ungoverned Agents. AI is moving beyond simple chatbots and single-task systems. Agentic AI is here, autonomous agents that take actions, chain decisions, and interface with tools across critical workflows.

These systems are powerful, but also challenging to observe, govern, and trust.

Without visibility and control, organizations risk:

• Hallucinations impacting downstream systems and customer experiences
• Policy and compliance violations are going undetected or worse
• Agents exposing sensitive data or using tools inappropriately
• Becoming overly reactive — relying on human spot checks after issues arise, with little traceability