McFadyen Digital · Case Studies

Real-world AI in Commerce

205 documented AI implementations across commerce — filterable by industry, value chain, technology, and outcome. Every entry is sourced and quantified where the data exists.

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Case Studies

Real-world AI implementation case studies for commerce — filter by value chain, industry, business model, technology, and outcome to find the deployments closest to your own.

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Utilities2024
Fortune 500 oil and gas company operating across 100+ countries with 15 disconnected procurement systems

Fortune 500 oil and gas major lifts procurement ROI 15% with AI-powered supplier performance platform

A global oil and gas company consolidated 15 fragmented procurement systems into a single AI-driven platform with GEP, achieving a 20% increase in electronic sourcing adoption and a 15% improvement in procurement ROI while enabling faster, more agile responses to market fluctuations.

15%Procurement ROI Improvement
20%E-Sourcing Adoption Increase
15→ 2Systems Consolidated
NLPB2B
Utilities2021
Stadtwerke Düren

German energy utility Stadtwerke Düren automates 55% of customer inquiries with NorBot AI chatbot

Integrated within hours using OMQ's AI chatbot platform, NorBot automatically resolves more than half of Stadtwerke Düren's customer inquiries in real time, reducing agent workload and eliminating peak-period backlogs.

55%Inquiry Resolution Rate
HoursIntegration Time
Machine Learning (classification)B2C