Procurement, Supply Chain

ML spend taxonomy classification — the data foundation enabling category strategy, tail spend management, and Scope 3 estimation at scale.

Management of the bottom 20% of spend (80% of transactions) via catalog, autonomous sourcing, and p-card — BCG estimates 5–10% annual savings.

AI/NLP-driven discovery of Tier-2/3+ supplier relationships from customs records and corporate filings — mandatory for EU CSDDD and UFLPA compliance.

Real-time platform aggregating ERP, TMS, WMS, and IoT into exception management with ML predictive ETAs and execution workflows — not just.