Case Study: Fortune 100 CPG Company achieves 98% accurate product coding at scale with Harmonya

Fortune 100 CPG Company reaches 98% product coding accuracy with Harmonya

A Fortune 100 CPG company was manually coding its product catalog, a process that was slow and had a coverage ceiling of only 68%. This left roughly a third of their products untagged, creating significant blind spots for their insights and commercial teams. They partnered with Harmonya to deploy a Custom Product Catalog to overcome this challenge.

Harmonya’s solution automated the coding process by analyzing the client's data and applying a mix of deterministic rules and AI-powered prompts to populate defined attributes. As a result, Harmonya now codes 80,076 products every cycle with 98% accuracy and 99.95% completeness on core attributes. This closed the previous blind spots by fully coding the 26,185 previously untagged products and is delivered weekly at four times the contracted cadence, ensuring the entire file remains accurate and current.