Govern AI and Cloud Spend, Not Just Dashboards
Cloptima governs model calls, reconciles LLM usage, analyzes code changes, optimizes queries, attributes costs to teams, and delivers insights where engineers already work.
What Makes Cloptima Different
LLM FinOps
Govern model usage with bring-your-own-key access, approved providers and models, token limits, spend controls, agent attribution, and finance-ready exports.
Learn morePR Cost Impact
Know the cost of every code change before it ships. Cloptima comments on GitHub PRs with projected cost impact of workload changes.
Learn moreQuery Optimization
AI analyzes your BigQuery queries, identifies expensive operations, and suggests concrete refactored queries that reduce cost and improve performance.
Learn moreMCP Server
Connect your cost data to any LLM via Model Context Protocol. Claude, ChatGPT, or your own AI agents — all get full cost intelligence access.
Learn moreCLI
Cost intelligence in your terminal. Query costs, get recommendations, analyze queries, and pipe JSON to your AI agents and BI tools.
Learn moreCore Capabilities
Cloud Cost Monitoring
Unified multi-cloud cost visibility across AWS, GCP, and Azure. Real-time dashboards with drill-down by service, region, and tag.
Learn moreKubernetes Optimization
Namespace and workload cost breakdown. Rightsizing recommendations. Idle resource detection across multi-cluster environments.
Learn moreCost Allocation
Automated team-level cost attribution. FinOps can see which teams cost how much without manual tagging or spreadsheet wrangling.
Learn moreBudgets & Alerts
Set budget targets per team, account, or service. Get Slack and email alerts before overruns happen, not after.
Learn moreAI Recommendations
Smart optimization suggestions with confidence scores, safety analysis, and estimated savings. Rightsizing, reserved instances, spot opportunities.
Learn moreAI Insights & Chatbot
Ask questions in plain English. Cloptima analyzes patterns, correlates deployments, and explains cost spikes with real context.
Learn moreSee the Platform in Action
Bring LLM FinOps, governed model access, and cloud cost optimization into one operating model.