Problem
AI spend review fails when ownership context drops between hops
FinOps and platform teams can see provider totals, but chargeback review breaks when tenant, workflow, retry, or user fields disappear between gateway, router, and agent. The auditor highlights those gaps so policy decisions are tied to complete request evidence.
Tools
Pick the auditor for the gap you need to prove
Paste gateway traces and inspect tenant, user, and model spend gaps.
Trace spend back to tenants, users, teams, and request owners.
Summarize trace JSON by total spend, request count, and owner mix.
Compare two exports to explain cost deltas and attribution drift.
Check model rate assumptions before a bill becomes a chargeback fight.
See which tenant, workflow, retry, and spend fields survive each hop.
Review saved authenticated analyses and reopen cost evidence quickly.
How it works
From trace evidence to a fixable boundary
Paste trace
Start with JSON object, array records, or NDJSON from your AI gateway.
Inspect attribution
Review cost ownership, context survival, and missing fields before policy debates start.
Fix the boundary
Use the failing hop or incomplete policy boundary as the next engineering target.