AI-Powered FinOps Agent for Real-Time Cost Optimization

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

2x
Faster Forecasting
40%
Idle Reduction
35%
Cloud Optimization
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Control, Forecast & Optimize costs

Real-Time Expense Monitoring

CAI Stack delivers real-time visibility into agent performance, resource use, and costs via an intuitive dashboard—helping you track, analyze, and optimize spend for smarter budget planning.

Key Capabilities

Smarter AI Cost Management

Track expenses, forecast usage, and optimize budgets with real-time monitoring.

Live Infra Expense Tracking

Monitor expenses at agent, project, or system level.

Per-Agent / Per-Project Billing

Gain granular visibility into usage-based billing.

Budget Threshold Alerts

Set limits and get instant alerts on breaches.

Forecasting & Analytics

Predict future spend using historical trends.

Seamless Integrations

Connect with ERP and billing systems for unified cost control.

FinOps

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.

Collaborative Notebooks

Configurable Cost Settings

Controlled LLM Serving

License Cost Management

Deepfake Detection Analysis

Managing Cloud and On-Prem Costs for AI Workloads

Optimize AI Infrastructure Spend with Intelligent Resource Control

CAI Agent ensures your AI workloads run efficiently—whether on-premises, in private clouds, or across hybrid multi-cloud environments. Prevent cost overruns and performance bottlenecks with smart, automated resource management designed for AI-scale operations.

Real-Time AI Cost Optimization

  • Automatically adjust CPU, memory, and storage usage based on real-time workload demand
  • Scale AI agents up or down dynamically to avoid unnecessary provisioning
  • Minimize idle infrastructure costs without compromising performance

Auto-Scaling & AI-Aware Watchdog

Hybrid & Multi-Cloud Efficiency

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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