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Dr. Madhav Durbha

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AI
September 25, 2025

The 3 Critical Questions Enterprise Shippers Ask Me About AI

Special Guest Blog Post written by Matt McKinney, Co-Founder and CEO of Loop   I spend most of my time with supply chain and innovation leaders at major enterprises who are sitting on significant AI budgets but struggling to show measurable business impact in an increasingly complex and volatile supply chain environment.   These conversations have evolved dramatically. A year ago, executives were asking basic questions about AI feasibility. Today, the questions have shifted to strategic implementation at enterprise scale.   Based on hundreds of these discussions, three questions consistently emerge that separate companies making transformational progress from those stuck in pilot purgatory.   How do we move from AI experiments to enterprise-scale impact?   Most organizations have yet to see organization-wide, bottom-line impact from AI use. This is the strategic challenge keeping C-suite leaders awake at night.   The problem isn’t the technology. It’s the application of the technology. Too many enterprises are trying to treat AI like a magic wand they can bolt onto existing systems. But garbage in, garbage out. If your underlying data is fragmented and inconsistent, AI won’t solve your problems; in fact they’ll get worse.   At its core, anything automated is powered by…
Transportation Management
September 4, 2024

Today’s Shippers Demand Effective Transportation Management

In today’s complex supply chain landscape, effective transportation management is less an ambition than a necessity. As the logistics industry attempts to keep pace with rapid technological advancements, a dynamic regulatory environment, and ever-shifting market dynamics, the field of transportation management is working to keep pace with the constantly changing demands of a complex transportation sector. In hopes of better understanding what transportation management means in 2024, Supply Chain Now is partnering with innovative TMS provider RateLinx on an interesting research project: the TM Tech Survey 2024, which focuses on transportation management technology. But before we get there, let’s talk about why shippers in record numbers are demanding effective transportation management solutions. Three Reasons Shippers Require Effective Transportation Management According to an analysis from Gartner, the global TMS industry is expected to reach $2.11B by the end of 2024, a 60% increase from the industry’s value in 2019. It’s clear that today’s shippers, operating in a world plagued by volatility and disruption, understand the value of transportation management. This section looks at three key reasons why today’s shippers require effective transportation management. 1: Enhanced Operational Efficiency In 2024, transportation technology is indispensable for optimizing logistics operations. Today’s leading transportation management…