ZenLLM
AI spend review template for client benchmark and chargeback reviews
The live template page gives partners a concrete worksheet for provider mix, workflow costs, retry waste, vendor concentration, and who has to own the chargeback or showback conversation.
What the template covers
The downloadable CSV is intentionally simple and practical so a partner can use it in a real client review without building a custom workbook first.
Provider and model mix by workflow.
Monthly calls, prompt tokens, completion tokens, and retry rate.
Vendor bill, workflow cost, chargeback owner, benchmark gap, and next action.
Where it routes next
The page links directly into the partner program and the most relevant cost-governance pages so partner traffic does not dead-end on a single asset.
Chargeback and showback for client or shared-service allocation.
Vendor spend management for procurement and provider-mix conversations.
Partner program for white-glove onboarding and benchmark-first delivery.