What the agent does
- Spend visibility — Breaks down AI and LLM spend by provider, model, and team or use case, so you can see exactly where costs are coming from.
- Waste detection — Identifies inefficient usage patterns: redundant API calls, expensive models being used for tasks where cheaper alternatives would perform equally well, and unused or over-provisioned capacity.
- Overcharge recovery — Detects billing errors from AI providers and files recovery claims on your behalf.