Jacob Mutscher

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…

Blog Post written by Ohad Azgad, CEO of Cinch Logistics leaders must control costs while maintaining service quality, but hidden freight charges often erode profits due to poor visibility. Cinch analyzed over 7,000 line-item charges from 30+ freight forwarders, brokers, and carriers in FMCG and manufacturing, uncovering three major cost drivers: The Frequency-Impact Paradox Frequent charges like fuel surcharges appear in 14.4% of invoices but contribute just 4.2% of hidden costs. In contrast, customs duties—though present in only 5.8% of invoices—account for 52% of hidden costs. Identifying these patterns helps logistics teams focus on impactful cost reductions. Inconsistent Invoice Terminology Charge names like “Fuel Surcharge” vs. “Bunker Adjustment Factor” vary between carriers, reducing cost visibility and negotiation leverage. Standardizing terminology improves tracking, clarity, and vendor negotiations. Hidden Budget Risks: Customs, Duties & On-Carriage Fees Customs duties account for 46% of hidden costs, while on-carriage fees add 26%, despite appearing in only 4.3% of invoices. These charges are often underestimated during quoting, leading to budget overruns. Proactive management prevents unexpected expenses.   Strategies to Optimize Freight Costs Real-Time Data Analytics: Platforms like Cinch provide charge visibility during quoting, improving cost forecasting and negotiation leverage. Standardized Terminology: Consistent charge names enhance cost…