DATA & ANALYTICS
REAL-TIME PERFORMANCE INTELLIGENCE AT XOMETRY EUROPE
AI enables organisations to move from periodic supplier reviews to continuous performance monitoring. At Xometry Europe, all production activity is captured within a Partner Rating system built around four core dimensions: quality, on-time delivery, communication and packaging quality.
These insights are fully transparent and accessible in real time to all stakeholders, including suppliers.“ Suppliers can view a detailed breakdown of their historical performance by purchase order and performance category, allowing them to clearly understand past issues, delays or recurring patterns,” Iana explains.
Partner performance is also reviewed weekly through ERP and analytics dashboards, with managers monitoring early warning signals and investigating when performance drops. This dual approach ensures fast issue detection and continuous improvement.
“ Strategic suppliers are managed through structured review cadences, clear escalation paths and joint roadmaps, while competitive suppliers are steered through market mechanisms like RFQs, benchmarking and structured negotiations,” says Jan-Dirk.
Governance must be embedded via clear roles, decision rights and performance KPIs. Importantly, governance frameworks must ensure that AI applications are based on explainable, validated data to maintain trust while enabling scalable operations.
The path forward Several trends are accelerating AI’ s impact on supplier management.
102 July 2026