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Deploy and Monitor

Deployment and Monitoring

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Deploy approved GGX agent artifacts to production and monitor reliability, performance, accuracy, alerts, and human annotation queues for live GenAI systems.

Once an agent is registered on the GGX platform, it can be evaluated and approved within the system. After approval, the locked agent artifact can be exported directly to production.

For an agent in production, monitoring is essential to maintaining the reliability, performance, and accuracy of systems in real-world scenarios. The platform automates production monitoring by ingesting data from relevant systems, generating performance metrics, providing intuitive monitoring dashboards and alerting capabilities. Additionally, it offers Annotation Queues, enabling human reviewers to evaluate and label production data, with automated dashboards for key insights and statistics.

For request-level visibility, Agent Observability traces every LLM call, tool call, retrieval and autonomous decision your agents and deployments make, so you can search, score, evaluate and alert on live traffic.