AI and Cloud Spend Intelligence
for Engineering, Platform, and FinOps
We started Cloptima because we were tired of cost tools that show you the problem but don't help you fix it. As AI and cloud bills started to be shaped by the same architecture, model, and query decisions engineers make every day, we set out to build the intelligence platform we wished existed — one that connects spend to its real causes and acts where teams already work.
Our Mission
Make AI and cloud spend understandable and controllable. Not through more dashboards, but through intelligence that understands your model usage and infrastructure, governs access before spend happens, predicts the cost of your changes, and delivers answers where your engineers already work.
What We Believe
Intelligence Over Dashboards
We build AI that thinks about your costs, not more charts for you to interpret. Every feature should make engineers smarter about costs, not busier.
Depth Over Breadth
We'd rather be the best at 3 platforms than mediocre at 30. Deep integration with model providers, AWS, GCP, and Kubernetes before expanding.
Developer-First
Cost optimization should happen where engineers work — GitHub PRs, terminals, Slack, AI agents. Not in a separate FinOps portal.
Trust Through Transparency
Read-only access, transparent pricing, open about what we can and can't do. We earn trust by being honest.
Built for Growing Teams
Enterprise tools are too complex and expensive for growing teams. We build for startups, SMBs, and mid-market companies that need real depth without the overhead.
Open Ecosystem
MCP server, CLI, REST API. Your cost data should be accessible everywhere — not locked in our dashboard.
What Makes Us Different
While others build broader integrations and bigger dashboards, we're building capabilities no competitor has:
LLM FinOps Control Plane
Govern model access with virtual keys, BYOK, and policy — then attribute spend by team, app, and feature.
PR Cost Impact
Every code change gets a price tag before it ships. Zero competitors offer this.
Query Optimization
AI refactors your BigQuery queries with concrete savings. No other tool does this.
MCP Server
Cost data accessible to Claude, ChatGPT, and your AI agents via open protocol.
CLI
Cost intelligence in your terminal. Scriptable, composable, fast.
Join Us on the Mission
Bring LLM FinOps, governed model access, and cloud cost optimization into one operating model.