AI commoditization

AI & Automation

Three Layers of Business Value: Where AI Commoditizes and Where It Cannot

This framework helps Algerian leaders avoid one-size-fits-all AI transformation pitches. Energy companies should automate back-office processes. IT services firms must urgently shift toward judgment-based consulting.