Comprehensive Cloud Cost Management. One Powerful Platform.

From real-time monitoring to AI-powered optimization, FinOpsMetrics has everything you need to master cloud costs

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AI/ML Monitoring Multi-Cloud Tracking Executive Dashboards AI Optimization Cost Attribution VizlyChart Enterprise Features Integrations

SPECIALIZED FOR AI/ML

AI/ML Workload Monitoring

The only FinOps platform designed specifically for AI/ML teams. Track costs for LLM training, RAG pipelines, GPU workloads, and inference APIs with unprecedented detail.

LLM Training Cost Tracking
Monitor training costs per model, per epoch, with GPU utilization breakdown. See exactly where your money goes with cost/performance trade-off analysis and hyperparameter cost correlation.
RAG Pipeline Cost Analysis
Track costs for retrieval-augmented generation pipelines end-to-end: embedding generation, vector database, LLM inference, per-query breakdown, cache hit rates and savings.
GPU Utilization Monitoring
Real-time GPU utilization per device, memory usage, cost per GPU hour, idle GPU detection, spot vs. on-demand comparison, and multi-GPU training efficiency tracking.
AI API Cost Tracking
Monitor costs for OpenAI (GPT-4, GPT-3.5), Anthropic (Claude), Cohere, Hugging Face APIs with per-model cost breakdown, token usage, rate limit monitoring, and budget alerts.

Use Case Example:

Training a 7B parameter model? See that it cost $2,847 over 3 days, with GPU utilization at 78%. Get recommendations to improve efficiency to 90% and save $400 per training run.

AI/ML Cost Intelligence

Complete visibility into training, inference, and API costs

UNIFIED PLATFORM

Multi-Cloud Cost Tracking

Manage AWS, Azure, and GCP costs from a single platform. No more juggling multiple dashboards or reconciling different billing formats.

AWS Integration
50+ services: EC2 (instances, reserved, spot), EKS, Lambda, RDS, S3, CloudWatch, Cost Explorer data, Savings Plans & Reserved Instances with real-time cost streaming and RI/SP utilization tracking.
Azure Integration
45+ services: Virtual Machines, AKS, Azure Functions, Azure SQL, Blob Storage, Azure Monitor, Cost Management data with subscription-level tracking and Azure Hybrid Benefit optimization.
GCP Integration
40+ services: Compute Engine, GKE, Cloud Functions, Cloud SQL, Cloud Storage, Cloud Monitoring, BigQuery billing with project-level tracking and committed use discount monitoring.
Unified Dashboard
Real-time aggregation, normalized cost metrics, cross-cloud comparisons, trend analysis, and anomaly detection all in one view.

Cross-Cloud Optimization:

Get recommendations like "Move workload X from AWS to GCP and save 23%" or "This workload is cheaper on Azure spot instances."

Unified Multi-Cloud View

One dashboard for AWS, Azure, and GCP

ROLE-BASED VIEWS

Executive Dashboards

Role-based dashboards designed for every stakeholder in your organization. From CFO to DevOps engineer, everyone gets the view they need with real-time WebSocket updates.

CFO Dashboard
Total cloud spend (monthly/quarterly/annually), budget vs. actual with variance %, cost trends and forecasting, top cost drivers, ROI on optimization initiatives, cost per customer/product. Export to PDF/Excel for board meetings.
COO Dashboard
Service health & uptime, performance metrics, resource utilization efficiency, capacity planning status, cost per transaction, operational KPIs with real-time updates and SLA tracking.
Infrastructure Leader Dashboard
Resource utilization (CPU, memory, GPU, storage), capacity planning & growth trends, infrastructure health score, performance vs. cost trade-offs, auto-scaling effectiveness with drill-down to instance level.
Finance Analyst Dashboard
Detailed cost breakdown by all dimensions, variance analysis (actual vs. budget vs. forecast), cost attribution by tag, trend analysis with seasonality, anomaly detection & investigation, unit economics with advanced filtering.

Real-time Web Dashboards

Beautiful, responsive dashboards with live updates

ENTERPRISE FEATURE

AI-Powered Optimization

Machine learning algorithms analyze your spending patterns and provide intelligent, actionable recommendations to reduce costs. Each recommendation includes confidence scoring and ROI estimates.

Hardware Right-Sizing
Analyzes CPU, memory, GPU utilization patterns and recommends optimal instance sizes. Example: "EC2 instance using 15% CPU. Downsize from m5.2xlarge to m5.large and save $87/month."
Auto-Scaling Optimization
Analyzes traffic patterns, scaling events, and performance metrics. Recommends optimal scaling thresholds, minimum/maximum instances, and provides one-click implementation.
Spot Instance Recommendations
Analyzes workload interruptibility and spot availability. Identifies fault-tolerant workloads for spot instances with 65-70% savings and optimal region selection.
Reserved Instance & Savings Plan Optimization
Analyzes usage patterns and commitment levels. Recommends 1-year or 3-year RIs, expiration tracking, and underutilized RI detection with marketplace selling options.
Zombie Resource Detection
Identifies idle EC2 instances (< 1% CPU for 7 days), empty S3 buckets, unattached EBS volumes, unused load balancers, abandoned snapshots, and old test environments with automatic savings calculations.

ML-Powered Intelligence

Save 40%+ with intelligent recommendations

ACCOUNTABILITY

Cost Attribution & Chargeback

Automatically allocate costs to teams, projects, customers, or any custom dimension. Eliminate manual spreadsheet work and increase accountability.

Tag-Based Attribution
Automatic cost allocation based on resource tags (team, project, environment, cost center, customer, application) with automatic tag syncing, validation, missing tag detection, and tag inheritance rules.
Virtual Tagging
Apply tags retroactively or to resources that can't be tagged. Perfect for historical data, shared resources (VPCs, NAT gateways), third-party services, and cloud provider charges with rule-based auto-tagging.
Chargeback & Showback Reports
Generate monthly team cost summaries, project P&L statements, customer profitability analysis, and department budget tracking in PDF, Excel, CSV, or via API.
Automated Distribution
Scheduled email delivery, Slack/Teams notifications, automated invoice generation, and ERP system integration for seamless financial operations.

Automated Cost Allocation

Eliminate manual cost allocation spreadsheets

VISUALIZATION

VizlyChart Visualization Engine

Built-in charting library with 15+ chart types designed specifically for FinOps data visualization. Real-time streaming updates and comprehensive export capabilities.

15+ Chart Types (Community)
Line charts for trends, bar charts for comparisons, scatter plots for analysis, financial charts (candlestick, waterfall, burn-down, Sankey), heatmaps for utilization, and treemaps for hierarchical cost breakdown.
Real-Time Streaming
WebSocket-based live updates with smooth animations, buffer management, and auto-scaling axes. Perfect for live dashboards, NOC/SOC monitoring, and training job progress tracking.
Export Capabilities
Community: PNG images (high resolution), SVG vector graphics, HTML interactive charts, CSV/JSON data. Enterprise: PDF reports, PowerPoint presentations, Excel workbooks with custom templates.
Enterprise API Server
RESTful API for programmatic chart generation, automated report generation, Slack/Teams bot integration, email digest charts, and custom dashboard creation with PostgreSQL, MongoDB, S3, BigQuery, and Snowflake connectors.

Professional Visualizations

15+ chart types with real-time updates

ENTERPRISE

Enterprise Features

Advanced collaboration, security, and performance features designed for large organizations with complex requirements and compliance needs.

Workspace Collaboration
Multi-user workspaces with team-specific dashboards, shared cost views, collaborative annotations, activity feed, @mentions, and notifications. RBAC with Admin, FinOps Manager, Analyst, Viewer, and custom roles.
GPU Acceleration (CuPy)
Leverage GPU computing for 10-100x faster cost aggregation, real-time processing of millions of cost entries, sub-second query responses, and instant dashboard refreshes at enterprise scale.
GIS & Regional Analysis
Geographic cost distribution with interactive world maps, regional heat maps, cost density by geography, traffic flow diagrams. Multi-region optimization recommendations for cost savings.
Enterprise Security
SSO integration (Okta, Azure AD, Google Workspace, SAML 2.0), comprehensive audit logging for SOC 2/GDPR/HIPAA compliance, row-level security, AES-256 encryption at rest, TLS 1.3 in transit, and key management integration.

Enterprise-Grade Platform

Security, compliance, and scalability

50+ INTEGRATIONS

Comprehensive Integrations

Connect to all your cloud providers, IaC tools, AI platforms, data platforms, Kubernetes, SaaS services, communication tools, ticketing systems, and BI platforms.

Cloud Providers & IaC
AWS (CloudWatch, Cost Explorer, Organizations), Azure (Monitor, Cost Management), GCP (Monitoring, Billing), Terraform, CloudFormation, ARM Templates, Pulumi for cost estimation before deployment.
AI Platforms & Data Services
OpenAI, Anthropic (Claude), Cohere, Hugging Face for API usage. Databricks, Snowflake, MongoDB Atlas, Redis Cloud, Elasticsearch for cluster and warehouse costs.
Kubernetes & SaaS
Amazon EKS, Azure AKS, Google GKE, self-hosted Kubernetes. GitHub Actions, CircleCI, Datadog, PagerDuty, and custom SaaS via API.
Communication & BI
Slack, Microsoft Teams, Email (SMTP), Webhooks for alerts. Jira, ServiceNow for ticketing. Tableau, Power BI, Looker, Grafana for business intelligence.

50+ Integrations

Connect your entire cloud ecosystem

Feature Comparison: Community vs. Enterprise

Choose the edition that fits your organization's needs

Feature Category	Community (Free)	Enterprise
Multi-Cloud Tracking	✅ AWS, Azure, GCP	✅ AWS, Azure, GCP + Private Cloud
AI/ML Monitoring	✅ Full	✅ Full + Advanced
Dashboards	✅ 4 Role-Based	✅ 4 + Custom
Users	✅ Unlimited	✅ Unlimited
Real-Time Updates	✅ Yes	✅ Yes
Anomaly Detection	✅ ML-Based	✅ ML-Based + Tuning
Cost Attribution	✅ Tag-Based	✅ Tag-Based + Virtual Tags
VizlyChart	✅ 15+ Chart Types	✅ 15+ + API Server
Exports	✅ PNG, SVG, CSV	✅ + PDF, PPT, Excel
AI Recommendations	❌	✅ Full Suite
Workspace Collaboration	❌	✅ Yes
GPU Acceleration	❌	✅ CuPy
GIS Analysis	❌	✅ Yes
SSO	❌	✅ Okta, Azure AD, etc.
Audit Logging	❌	✅ Enterprise Grade
SLA Support	❌	✅ Custom SLA
Dedicated Support	❌	✅ Yes
Custom Integrations	❌	✅ Professional Services

Platform Capabilities at a Glance

Comprehensive feature matrix across all FinOpsMetrics components

Plugin Architecture

Extend FinOpsMetrics with 7 plugin types for unlimited customization

Plugin Type	Purpose	Use Cases	Status
Telemetry Plugin	Custom data collectors	Oracle Cloud, on-premise, custom cost sources	✅ Available
Attribution Plugin	Cost allocation logic	Team budgets, project costing, business units	✅ Available
Recommendation Plugin	Optimization suggestions	Custom rightsizing, ML-powered insights	✅ Available
Dashboard Plugin	Custom visualizations	Executive reports, custom metrics widgets	✅ Available
Integration Plugin	External tool sync	JIRA, ServiceNow, custom ticketing systems	✅ Available
Notification Plugin	Alert channels	Slack, Teams, PagerDuty, custom webhooks	✅ Available
Policy Plugin	Governance rules	Budget enforcement, compliance checks	✅ Available

Telemetry Agents

7 intelligent agents for automatic cost discovery and tracking

Agent	Coverage	Key Features	Status
AWS Agent	50+ AWS services	EC2, S3, Lambda, SageMaker, RDS, CloudWatch integration	✅ Available
Azure Agent	45+ Azure services	VMs, Blob Storage, Azure ML, Functions, Cost Management API	✅ Available
GCP Agent	40+ GCP services	Compute Engine, Cloud Storage, Vertex AI, BigQuery	✅ Available
Databricks Agent	Databricks platform	Cluster costs, DBU tracking, job attribution, SQL analytics	✅ Available
Snowflake Agent	Snowflake data cloud	Warehouse costs, query attribution, storage tracking	✅ Available
SaaS Services Agent	8 SaaS platforms	MongoDB, Redis, GitHub Actions, DataDog, Kafka, Vercel, Docker Hub, Elasticsearch	✅ Available
Generic Agent	Custom/on-premise	Extensible for any infrastructure, API-based collection	✅ Available

SaaS Service Integrations

Track costs across 8 popular SaaS platforms (v0.3.0)

Service	Cost Tracking	Key Metrics	Status
MongoDB Atlas	Cluster costs (M10-M300)	Replication, sharding, storage tracking, multi-cloud	✅ Available
Redis Cloud	Database instances	Throughput, subscriptions, multi-cloud support	✅ Available
GitHub Actions	Workflow minutes	Per-OS pricing (Linux/Windows/macOS), storage costs	✅ Available
DataDog	Host & metrics monitoring	Host count, custom metrics, estimated monthly costs	✅ Available
Confluent Kafka	Cluster costs	Basic/Standard/Dedicated tiers, CKU tracking, multi-cloud	✅ Available
Vercel	Deployment costs	Projects, deployments, bandwidth, function invocations	✅ Available
Docker Hub	Repository costs	Pull counts, private repos, team plans	✅ Available
Elasticsearch Cloud	Deployment costs	Memory usage, instance counts, data transfer	✅ Available

Data Persistence Options

4 storage backends for flexible deployment scenarios

Backend	Best For	Capabilities	Recommended Use
In-Memory	Testing & development	Ultra-fast, no setup, ephemeral	Development, demos, proof-of-concept
SQLite	Small deployments	File-based, zero config, portable	Single server, < 100GB data, local testing
PostgreSQL	Production workloads	ACID compliance, scalable, reliable	Enterprise deployments, multi-user access
TimescaleDB	Time-series optimization	Compression, continuous aggregates, retention policies	Large-scale monitoring, long-term retention

Persona-Specific Insights

Tailored insights for 4 organizational roles (Feature #2)

Persona	Focus Areas	Key Insights	Status
CFO	Strategic finance	Unit economics, ROI analysis, budget variance, cost forecasting	✅ Available
Engineer	Resource optimization	Idle resources, cost spikes, rightsizing, ARM migration opportunities	✅ Available
Finance Analyst	Budget tracking	Forecast variance, trend analysis, cost breakdowns, QoQ comparisons	✅ Available
Business Leader	Strategic KPIs	Growth efficiency, capacity headroom, revenue-to-infrastructure ROI	✅ Available

Multi-Cloud Coverage

Comprehensive support across major cloud providers

Provider	Services Covered	AI/ML Services	Integration Method
AWS	50+ services including EC2, S3, RDS, Lambda, EKS	SageMaker, Bedrock, Training Jobs, Inference Endpoints	Cost Explorer API, CloudWatch, Billing Reports
Azure	45+ services including VMs, Storage, Functions, AKS	Azure ML, OpenAI Service, Cognitive Services	Cost Management API, Azure Monitor, Billing API
GCP	40+ services including Compute, Storage, BigQuery, GKE	Vertex AI, AI Platform, TPU Pods, AutoML	Cloud Billing API, Cloud Monitoring, Export to BigQuery