Optimal Supply Diversification Under General Supply Risks
Operations Research
TECHNICAL NOTE---Procurement Strategies with Unreliable Suppliers
Operations Research
Real-Time Tactical and Strategic Sales Management for Intelligent Agents Guided by Economic Regimes
Information Systems Research
Economics of modeling and simulation: reflections and implications for healthcare
Proceedings of the Winter Simulation Conference
A decision support system for procurement risk management in the presence of spot market
Decision Support Systems
Impact of the shape of demand distribution in decision models for operations management
Computers in Industry
Agent-assisted supply chain management: Analysis and lessons learned
Decision Support Systems
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Supply chain risks related to product demand, component cost, and availability uncertainties can have a significant impact on a manufacturing company's revenue and profits. The Procurement Risk Management (PRM) Group at Hewlett-Packard (HP) developed and implemented a mathematical model, business process, and software to measure and manage supply chain risks on the procurement side. In 2006, the software-enabled business process helped HP to manage over $7 billion in spending; this resulted in material-cost savings of $128 million. Over the past six years, HP has realized more than $425 million in cumulative cost savings using the PRM approach.