CORE FEATURE

AI/ML Cost Tracking

Get complete visibility into your AI/ML infrastructure costs. Track training expenses, inference costs, and model performance metrics in real-time.

• LLM Training Monitoring
  Track costs per training job, GPU utilization, and training duration
• Inference Cost Analysis
  Monitor API usage, token consumption, and cost per request
• Model Performance Metrics
  Correlate costs with model performance and accuracy metrics
• RAG Pipeline Analytics
  Track embedding costs, vector database usage, and retrieval performance

Real-time AI/ML Monitoring

Comprehensive visibility into all AI/ML workloads

ENTERPRISE READY

Multi-Cloud Cost Management

Unified cost tracking across AWS, Azure, and GCP. Consolidate all your cloud spending into a single dashboard with intelligent cost attribution.

• AWS Integration
  EC2, S3, SageMaker, Lambda, and all AWS services
• Azure Support
  Virtual Machines, Blob Storage, Azure ML, and Functions
• GCP Coverage
  Compute Engine, Cloud Storage, Vertex AI, and Cloud Functions
• Cost Attribution
  Tag-based allocation, department tracking, and project costing

Unified Multi-Cloud View

One dashboard for all your cloud providers

ROLE-BASED

Executive Dashboards

Purpose-built dashboards for different roles in your organization. Each dashboard provides the right level of detail and metrics for decision-makers.

• CFO Dashboard
  Financial KPIs, ROI analysis, budget tracking, and cost forecasting
• COO Dashboard
  Operational efficiency, SLA compliance, and performance metrics
• Infrastructure Leader
  Resource utilization, capacity planning, and infrastructure optimization
• Finance Analyst
  Detailed cost breakdowns, trend analysis, and reporting tools

Real-time Web Dashboards

Beautiful, responsive dashboards with live updates

AI-POWERED

Smart Cost Optimization

AI-powered recommendations that analyze your infrastructure and suggest actionable optimizations with estimated savings.

• Right-sizing Recommendations
  Identify over-provisioned resources and suggest optimal instance sizes
• Reserved Instance Planning
  Analyze usage patterns and recommend RI purchases for maximum savings
• Spot Instance Opportunities
  Identify workloads suitable for spot instances with 70-90% savings
• Storage Optimization
  Lifecycle policies, tiering recommendations, and cleanup suggestions

Intelligent Optimization

Save 40% on average with AI recommendations

PROACTIVE

Intelligent Alerts & Monitoring

Stay ahead of budget overruns with proactive alerting and anomaly detection. Get notified before issues become costly problems.

• Budget Alerts
  Set thresholds and get notified when spending approaches limits
• Anomaly Detection
  ML-powered detection of unusual spending patterns and spikes
• Performance Alerts
  Monitor SLAs, response times, and system health
• Multi-channel Notifications
  Email, Slack, Teams, and webhook integrations

Proactive Monitoring

Catch issues before they impact your budget

SCALABLE

Distributed Telemetry Agents

Deploy lightweight agents across your infrastructure for comprehensive cost data collection with minimal overhead.

• AWS Telemetry Agent
  CloudWatch integration, Cost Explorer API, and real-time metrics
• Azure Monitor Agent
  Azure Monitor integration, cost management API, and billing data
• GCP Telemetry Agent
  Cloud Monitoring integration, billing export, and usage tracking
• Custom Agents
  Build your own agents with our SDK and API

Enterprise-grade Telemetry

Collect metrics from anywhere in your infrastructure