Supplier Performance Dashboards

A Fortune 500 oil and gas company transformed its procurement operations after deploying an AI-powered supplier performance dashboard, according to a case study by GEP, the provider of AI-powered supply chain management software and services involved in the project. The initiative led to a 20% increase in electronic sourcing adoption, a 15% improvement in procurement ROI, and faster, more agile responses to market fluctuations.

Emoldino, a provider of outsourced supply chain management and manufacturing services, says in a case study it deployed three types of AI tools to help a client company increase cost savings by 40%. Contract technology based on natural language processing pulled information from thousands of supplier agreements, helping spot risks and reducing by 60% the time required for legal teams to review contracts. Predictive analytics tools evaluated past supplier data, market trends and world events to predict possible disruptions. The third piece, automated negotiation bots, suggested the best suppliers for each project, evaluated vendor responses and negotiated directly with suppliers through a chat interface.

Industry-wide trends point to rapid adoption. Deloitte found that 92% of procurement leaders have evaluated generative AI technologies, with 11% allocating more than $1 million annually to AI-based sourcing tools. Research from the Wharton School of the University of Pennsylvania revealed that weekly use of generative AI in procurement rose 44 percentage points from 2023 to 2024, with 94% of executives using it at least once a week. One enterprise documented more than 10,000 hours of annual time savings by automating key procurement processes. McKinsey says widespread use of AI could improve efficiency in procurement by 25% to 40%.