Case Study • Pumice

Building Product Intelligence
At Scale

Ionio partnered with Width.ai to design, build, and scale Pumice—a product classification platform that transformed their AI consultancy into a SaaS business.

What started as a custom tool for agency clients became a standalone product processing two million runs per day, creating a new recurring revenue stream and adding seven-figure enterprise value to the business.