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PilotREF · FIN-68

AI Cloud Cost and FinOps Copilot

A FinOps copilot that turns billing data into plain-English cost drivers, waste findings, and safe optimization actions.

Why this matters

AI experimentation can create visible cloud waste fast. Buyers can justify spend when a product identifies idle resources, unexpected usage, and savings opportunities tied to actual bills.

Features

  • Cloud spend ingestion and service-level cost summaries
  • Idle resource, anomaly, and tag-quality detection
  • Security-aware savings recommendations with owner workflow
Discuss a Pilot

Outcomes

  • Verified monthly savings opportunities
  • Faster cloud cost anomaly response
  • Optimization without weakening controls
Reference architecture
INGESTRETRIEVEREASONVERIFYDELIVERSourcesCURATED · PERMISSIONEDIndexEMBEDDINGS · BM25ModelGUARDED INFERENCEEvalCITATIONS · CONSTRAINTSSurfaceAUDIT-READY OUTPUTFEEDBACK · HARDEN