Cost Intelligence, Mapped to Your Team
Whether you lead AI platform engineering, govern model spend, optimize data warehouses, or manage cloud infrastructure, Cloptima connects spend to the decisions you actually make.
AI FinOps Solutions
AI Spend Governance for Engineering Leaders
Give engineering leaders one operating model for LLM access, budget controls, ownership, and AI feature cost accountability.
ExploreLLM Chargeback and Showback
Allocate LLM spend to teams, apps, environments, customers, and product workflows with reconciliation-ready records.
ExploreAI Gateway Governance for Platform Teams
Give developers governed model access while platform teams manage provider credentials, virtual keys, model policies, budget limits, and audit trails.
ExploreAI Agent Cost Control
Track and control LLM spend from agent sessions, retries, loops, tools, and long-running autonomous workflows.
ExploreAI Margin Reporting
Connect LLM spend to customer, workflow, product, cloud, and Kubernetes cost context for better AI feature margin visibility.
ExploreShadow AI Discovery for Governance Teams
Find unowned model usage and direct provider calls that bypass approved AI spend and access governance.
ExploreBy Role
AI & Cloud Spend Visibility for Leadership
Give leaders one view of AI, cloud, Kubernetes, and data spend — what changed, who owns it, and what to do next.
ExploreCost Allocation Without Perfect Tags
Allocate cloud and Kubernetes spend to teams and business dimensions using virtual tags — no tagging cleanup required first.
ExploreKubernetes Cost Optimization for Platform Teams
See what every namespace, workload, and pod costs across clusters, then rightsize with confidence and safety scores.
ExploreWarehouse Query Cost Optimization for Data Teams
Find expensive query patterns and get concrete refactored queries with quantified savings, starting with BigQuery.
ExploreBring AI Gateway Governance and Cloud Spend Into One Operating Model
Bring LLM FinOps, governed model access, and cloud cost optimization into one operating model.