Defining Real-Time Cost & Resource Optimization

Track, attribute, and forecast token usage, resource consumption, and associated costs for every agent and workflow—instantly and accurately.

Why Cost & Resource Control Is Critical in AI Ops

AI costs can escalate dramatically with even small tweaks to agent prompts, model selection, or traffic patterns. Proactive governance ensures scalability without runaway expenditure.

Hidden Dangers of Poor AI Cost Governance

Absence of granular cost control leads to budget overruns, inability to attribute spend, and missed opportunities for optimizing AI deployments.

What Triggers the Quest for Cost & Resource Control?

• Unexplainable spikes in monthly AI spend.

• Finance requests better attribution for cost centers and client projects.

• Procurement or leadership threatens budget freezes without proof of cost controls.

Why ARMS Is the Game-Changer in AI Cost Management

ARMS delivers live dashboards, budget alerts, team/project attribution, and model efficiency evaluations so you scale AI with clarity and confidence.

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.