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Business Category Classification Methods: A Best Practice Guide
Business category classification is more than a labeling exercise. It is the method by which an organization imposes order on the chaos of the market. It transforms raw transactions into actionable intelligence.

Michelle M
Dec 26, 20259 min read


Agile Procurement: How to Align Sourcing With Agile Delivery
Agile procurement represents a paradigm shift for large enterprises. It aligns sourcing with Agile delivery, promoting speed, flexibility, and innovation without compromising governance. When implemented strategically, it transforms procurement from a cost-control function into a key driver of enterprise agility and business growth

Michelle M
Nov 4, 20256 min read
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