HiveTrace Monitoring

Getting to Know HiveTrace Monitoring

HiveTrace Monitoring provides continuous monitoring and protection for AI applications, helping teams detect threats early, prevent attacks, and respond to incidents.

The platform analyzes inbound and outbound interactions in real time, complemented by asynchronous checks for deeper risk detection and ongoing policy improvement.

It also:

• offers centralized control for multi-agent systems;
• prevents prompt injection and jailbreak attacks;
• reduces the risk of personal data leakage;
• supports flexible custom rules and security policies.

How It Works

HiveTrace Monitoring sits between your application and the generative model, adding a control layer to every interaction.

It analyzes user prompts and model outputs to identify:

• suspicious and unsafe scenarios;
• attempts to manipulate system behavior;
• transfer of sensitive data (PII/confidential information).

This approach helps prevent unsafe outcomes before they affect business processes, supports internal policy enforcement, and improves the predictability of AI services with minimal changes to your existing architecture.