Annual cloud savings across AWS and Azure, with daily cost allocations and natural-language querying, in 90+ markets.
Global data and consulting firm.
Token, model, GPU and agent cost arrives through business units and embedded software, not in the billing feed your tool was built for.
The destination of the practice, and one a cloud-only tool cannot reach, because the people and the platform are not in its number.
You found it and engineering actioned it. Finance never saw it, because it was never validated against the accounting rules or booked.
The Framework lists IT financial management and TBM as an allied persona. In practice the two run different models of the same money, and neither reconciles.
A saving is not real until it is in the system of record, and until then the next workload simply absorbs the capacity.
| Challenge | Why it fits this seat |
|---|---|
| Cloud financial management | The first category, done to the standard: FOCUS-native, daily, with write-back to Jira and ServiceNow. |
| AI and agent economics | The category your cloud tool cannot see, with an owner and a purpose on every agent. |
| Unit economics and cost to serve | The destination: cost per unit with the labor and the platform in it. |
| Showback, chargeback and the Bill of IT | Where FinOps meets IT finance: cloud in the same recharge as everything else, posted to the ledger. |
| Capability | What it gives this seat |
|---|---|
| FinOps | Billing from AWS, Azure and Google Cloud in one format, allocated with your tags or without them. Anomaly alerts, a tracker for savings actions, and commitment optimization. |
| AI Economics | Token, model, GPU and agent cost, classified and owned, in the same model as cloud. |
| IT Financial Management | The allied persona’s model, sharing your data. Cloud beside the data center, labor and software, so the recharge is one bill and the saving is one ledger entry. |