Voices of Supply Chain AI

“Procurement technology adoption rates remain stubbornly low despite decades of investment. The problem isn't the tools — it's change management, data quality, and misaligned incentives.”

“Domain expertise is what separates effective procurement AI from generic LLMs. Understanding commodity markets, supplier dynamics, contract language and regulatory constraints requires more than a foundation model — it requires procurement-specific training data and workflows.”

“As shipping embraces digitalization, seafarers are not being trained at the same pace as AI technology, exposing the industry to increased phishing attempts and cyberattacks.”

BOA Concept — Running your warehouse 100% on data

“JD.com's 'Nirvana Plan' prepares 700,000 delivery workers for an AI-driven future — robots will handle last-mile logistics, with employees retrained for robot maintenance roles.”

“Discusses the evolution of warehouse automation from rigid single-technology systems in the 1990s-2000s to today's data-driven, flexible solutions that adapt to format changes.”

“Proxie Gen 2 can autonomously determine when materials need moving, identify destinations, and create tasks without human intervention.”

“Discusses the evolution of warehouse automation from rigid 1990s systems to modern data-driven approaches with Franck Girard of BOA Concept.”