Opinion: Why Supply Chain Teams Are Asking the Wrong Question About AI
· Source: emeoutlookmag.com
In short
Gopinath "GP" Polavarapu, Chief Digital and AI Officer at JAGGAER, argues that procurement and supply chain leaders should look beyond AI benchmarks and focus instead on cost, governance, data quality, and choosing the right technology for the task. The article highlights that most procurement work does not require frontier AI models, with routine Source-to-Pay operations being rule-bound and repetitive, while governance gaps and regulatory compliance under the EU AI Act present significant challenges. A smarter architecture involves selective industrialisation, combining frontier reasoning layers for judgment-intensive work with governed, ERP-native layers for routine execution.
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In the issue of week 36, 2026: AI-Driven Automation and Integration Reshape Supply Chain Efficiency and Security
Tags: procurement, governance, cost, AI architecture, source-to-pay, compliance