Over the past year, I've been integrating AI into different parts of my mobility expense management workflow. Not through massive projects, but through small, practical steps that make daily work faster, cleaner, and more scalable. One of the biggest wins has been using AI APIs to automate tasks that used to require a lot of manual review. Automating Rate Plan and Device Classification I first used AI to identify rate plan allowances by analyzing plan descriptions. Normall

Managing enterprise mobility cost has long been a tedious and manual process. For many organizations, identifying rate plan allowances buried in carrier invoices requires hours of research and cross-referencing. This step, though essential to accurate cost optimization, often slows down analytics teams and limits how quickly insights can be delivered. The Challenge: Manual Data Interpretation Traditionally, mobility analysts manually review each rate plan description to det

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