ZenLLM
AI spend review template for client benchmark and chargeback reviews
Give 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
Move from the worksheet into the partner program or the most relevant cost-governance page for the client conversation.
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.