FinOps for AI Infrastructure
- Optimize, Forecast & Control Costs

Eliminate cost surprises. Optimize every model, agent, and deployment with FinOps-powered visibility and governance.

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Control AI Infrastructure Spend
in Real-Time

Real-Time Expense Monitoring

CAI Stack’s solution provides real-time monitoring and control of AI agent performance, resource utilization, and associated costs through an intuitive management dashboard. Track, analyze, and optimize your technology spending with detailed insights that drive efficiency and support strategic budget planning across your entire technology portfolio.

Live Infra Expense Monitoring

Per-Agent or Per-Project Billing

Threshold Alerts for Budget Breach

Forecasting Based on Historical Usage

Integration with ERP & Billing Systems

Cost Optimization & Collaboration
Enhancing Development Efficiency

Development & Training

Exercise control over development and training costs through shared memory and collaborative notebooks. Configure notebook settings to align with cost objectives. Attain precise control over Deep Learning and LLM Serving expenses and licensing constraints.

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Automated Cost Management
Scaling for Efficiency

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Auto-Scaling for Cost Control

Regulate pipeline and storage costs with precision. Utilize auto-scaling and shared GPUs where needed, with flexible admin settings.

Model Manager

Centrally manage, monitor, and optimize AI models across your enterprise.

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MCP Studio

Author, version, and govern context flows to make your AI agents context-aware.

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FinOps

Track resource usage, control costs, and optimize AI infrastructure spend in real time.

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Approval Management

Enable human-in-the-loop reviews and decision governance for sensitive AI workflows.

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Orchestration

Automate multi-agent workflows with real-time control and seamless task distribution.

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Our Latest Blogs

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