ZenLLM

AI Chargeback and Showback Without Spreadsheet Guesswork

ZenLLM helps finance and engineering attribute AI spend to teams, workflows, and customers so showback and chargeback policies are grounded in actual usage.

What ZenLLM surfaces first

These are the main cost patterns highlighted on the live landing page. They are designed to move a visitor from generic provider spend to route-level, workflow-level, and margin-relevant causes.

Allocate AI spend by team, customer, and workflow instead of by rough estimate.

Show which routes or customers are driving the biggest share of the bill.

Give finance a cleaner starting point for showback and internal accountability.

What to evaluate next

These next-step links are already part of the live page. They guide a visitor into adjacent cost, routing, or benchmark topics instead of leaving them stranded after the first click.

AI cost per customer: Start with customer-level attribution before internal allocation.

LLM FinOps: Use showback as part of a broader AI cost governance model.

AI vendor spend management: Connect internal allocation to vendor and contract-level oversight.