Professions

Packs for FinOps engineers

Cloud and LLM spend attribution, invoice reconciliation and cost fixes.

Decisions an expert makes2
  • spend attribution
  • savings prioritisation

A golden set for this profession samples these decision types on synthetic cases.

1 of 1 packs
mcp-server·ToTheCent·MCP, Claude Code, ChatGPT·freemium

Read-only MCP connector (OAuth) that shows where a workspace's LLM API money went by provider, model and feature, how much ties out to the invoice, and the exact config change for each fix. Aggregates only. Pre-launch: listed as submitted until the API is live.