SAMI HEIL
SUPPLIER MANAGEMENT
AI-powered predictive capabilities Artificial intelligence is proving instrumental in transforming reactive inventory management into proactive supply chain orchestration.
Sami describes how AI integration delivers measurable results, saying:“ JAGGAER integrates advanced AI and machine learning capabilities to deliver real-time, predictive insights across the supply chain.
“ These models continuously assess demand signals, supplier risk scores and BOM exposure to identify potential disruptions, enabling procurement teams to act early and mitigate risk.”
The practical applications of this technology are becoming increasingly sophisticated. Robert highlights how AI agents are revolutionising decision-making:“ Agentic AI and AI-driven architecture are increasingly being used to optimise supply chain operations.
“ For example, Demand Prediction Agents for accurate forecasting, Planning Companions that monitor stock levels in real time and Logistics Optimisers that adjust delivery schedules dynamically.
“ These agents automate and optimise decision-making across the supply chain, directly improving inventory accuracy by reducing manual errors and response delays.”
These AI-driven systems do not just predict problems; they recommend solutions and, in many cases, implement corrective actions automatically.
SAMI HEIL
TITLE: SENIOR MANAGER DIRECT PROCUREMENT STRATEGY
COMPANY: JAGGAER
INDUSTRY: SOFTWARE DEVELOPMENT
LOCATION: FRANKFURT, GERMANY
Sami is a procurement professional with experience in the automotive, chemical and bio-tech industries regarding source-to-pay processes, project leadership and managing large teams across multiple sites and countries
Vendor managed inventory: A strategic advantage One of the most significant developments in supplier collaboration is the evolution of Vendor Managed Inventory( VMI) systems. Modern VMI goes far beyond traditional consignment arrangements, incorporating forecasting and automated replenishment capabilities.
Sami explains the strategic value:“ The VMI module plays a pivotal role by dynamically managing inventory – including consignment stock – and using ERP-generated forecast data to automatically trigger replenishment actions. This ensures continuous supply alignment and reduces the risk of both stockouts and overstocking.”
176 September 2025