How Do We Prove CompletionPrism™ Savings on Our Own Traffic?

CompletionPrism™ optimizes AI spend per task, not per token. Before it reroutes anything, it can measure one team’s real traffic and project the saving.

By Avik Ghosh, Managing Founder, illuminis

Measure First, Change Nothing

CompletionPrism™ optimizes AI spend by optimizing work, not tokens: it prices what each task costs to finish, rework included, and runs every step on the right model across the providers a company approves. To prove the saving before switching it on, a company can start with a shadow baseline on one developer team and its approved AI traffic. During the baseline, nothing is rerouted. Requests go exactly where they go today, while CompletionPrism™ measures what the work costs to finish and prices the alternatives.

What It Reports

How Long It Runs

Two weeks usually captures a normal mix of easy and hard work on a team's own traffic, which is what a credible business case needs. You leave with a measured cost to finish your work.

Measure your savings.