What is Comprehensive LLM Monitoring?

Monitor every aspect of your Large Language Model (LLM) agents—from token usage and prompt/response interactions to performance benchmarks—all in one unified dashboard.

Why Does Advanced LLM Monitoring Matter Today?

LLMs power everything from customer support to automation in critical workflows. Only deep, granular monitoring lets businesses maintain reliability, spot drift, and optimize outcomes as agent deployments scale.

The Risks When Full LLM Visibility Is Missing

Without comprehensive monitoring, silent failures, bias, or performance regressions go unnoticed, potentially harming user trust, compliance, and bottom-line ROI.

When Do Enterprises Seek Advanced LLM Monitoring?

• Unexpected drop in agent accuracy or user satisfaction.

• Incidents of undetected hallucinations or misinformation.

• Increasing complexity and diversity of model deployments make monitoring unwieldy.

How ARMS Transforms LLM Oversight

ARMS provides full-stack monitoring and real-time metrics across every prompt, token, and response. All data is visualized and actionable, enabling proactive root-cause analysis and continuous improvement.

Request a Live Demo] to learn how to scale your AI innovation with real-time LLM observability, or [Download our Free version] to see how ARMS fits into your existing MLOps and observability stack.

ARMS is developed by ElsAi Foundry, the enterprise AI platform company trusted by global leaders in healthcare, financial services, and logistics. Learn more at www.elsaifoundry.ai.