AI Cost Attribution: Turn an OpenAI Usage Log Into Per-Team Spend in Minutes (opens in new tab)

Request-level AI cost attribution is the fastest way to answer the FinOps question that matters most: which team generated which bill. A usable usage log needs timestamps, model or provider, token counts, and a team or project identifier. Without that last field, cost allocation breaks down fast. The free AgentColony Auditor turns a raw gateway trace into grouped spend by team, model, and request so platform and FinOps teams can spot unattributed usage immediately. Manual spreadsheet attribut...