Is manual spend classification limiting your procurement visibility and slowing decision-making?

A global enterprise managing billions in spend across thousands of suppliers wanted to strengthen its procurement analytics with a more reliable and scalable spend categorization process. Manual classification was resource-intensive and difficult to scale across regions, making it harder to consistently apply a standardized taxonomy and gain actionable insights.

To address this, Anblicks partnered with the client to design an AI-powered, multi-layered classification pipeline. The solution blended machine learning, configurable business rules, and keyword logic to automate the majority of categorization efforts while ensuring traceability and accuracy.