Realm Labs

Realm Labs monitors model behavior during live inference and can block or redirect unsafe outputs before they leave the session. Its differentiator is internal decision-path inspection for explainability and runtime intervention, which fits teams operating production LLMs and agents that need enforcement at the point of execution.

• Enterprise security and engineering teams deploying customer-facing LLMs and autonomous browser agents that require real-time policy enforcement, auditability, and guardrails.
• Detecting and blocking prompt injection attacks
• Auditing autonomous agent actions in browser workflows
• Mitigating hallucinations and policy-violating outputs
• Enforcing data loss prevention (DLP) across LLM interactions