roi-proof-generator

Use when agent value must be proven to the people paying for it — before a renewal, at a QBR, or monthly as a standing receipt. Produces a value receipt: tasks completed, hours returned, cost avoided, ROI multiple.

Get the right kind of metrics

Three reporting categories exist; only one closes renewals:

• usage reporting — tasks run, tokens consumed. Engineering metrics.
• performance analytics — uptime, error rate, latency. Reliability metrics.
• ROI reporting — time saved, cost avoided, revenue generated. Commercial metrics.

Enterprise renewals depend on the third category alone. If the input data is usage-shaped, convert it before writing anything.

Establish the benchmark

The receipt is only credible if the "before" number came from the customer. Pull or ask for:

• what each task cost before automation (time per task, loaded hourly rate of whoever did it)
• which value units the customer already tracks and cares about — use theirs, never invent proxies
• the price paid for the agent over the period