01↗
Provider reconciliation
Compare ledger totals with invoices and isolate differences that need explanation.
Bill verification and planning
Make the provider bill explain itself.
Compare recorded usage with billed totals, isolate unexplained variance, and forecast month-end spend using the work already in motion.
No engineer scoring. No productivity ranking.Recorded$42,870ledger
↔
Billed$43,019provider invoices
=
Variance+$1490.35%
AnthropicRecorded$21,440Billed$21,611Variance+$171Review
OpenAIRecorded$15,820Billed$15,798Variance−$22Matched
GoogleRecorded$5,610Billed$5,610Variance$0Matched
Month-end forecast$61,480forecast
Recorded, billed, estimated, forecast
Four financial states. One coherent view.
AgentWolf labels what is known, what arrived on an invoice, what is estimated, and what is projected—without blending them together.
02↗
Variance by owner
Break discrepancies down by provider, department, repository, or project.
03↗
Month-end forecast
Project spend from current usage patterns while keeping forecast values visibly distinct.
04↗
Subscription view
Bring recurring seat commitments into the same planning frame as variable provider consumption.
See the ledger
Close the gap between telemetry and the bill.
Reconcile what happened, explain what changed, and enter the next month with a grounded forecast.
BringFinance and engineering owners
TraceOne accepted task through its full cost
Leave withA ledger model for your workspace
Focused working sessionBook a demo