Technology and Innovation

Why Visibility and AI Training Are Key to Smarter Supply Chains

Navigating the Complexities of Global Trade: The Importance of AI-Powered Logistics

13 February 2025

In today’s global economy, manufacturers and logistics providers face complex challenges—from unexpected tariffs to supply chain disruptions. Sensos CEO and co-founder Aviv Castro sheds light on two critical aspects businesses must master: real-time visibility and properly trained AI.

The Hidden Cost of Poor Visibility

Imagine this: A manufacturer produces goods for the European market, confident in their distribution strategy. But without their knowledge, a reseller redirects those products to Africa. Suddenly, they’re hit with unexpected tariffs and taxes for exporting to a region they never intended to serve.

This scenario isn’t hypothetical—it’s real, and it happens more often than you’d think.

“The key takeaway is simple,” says Castro. “You need to know where your products are at all times. Without full visibility, you’re not truly in control of your supply chain.”

This is where AI-driven tracking and analytics come into play. With real-time visibility, businesses can monitor their inventory movement, anticipate compliance risks, and avoid costly surprises.

AI in Logistics: Why Off-the-Shelf Models Won’t Cut It

AI is revolutionizing logistics, but not all AI is created equal. One of the biggest misconceptions? That off-the-shelf generative AI models can instantly optimize supply chains.

“AI is data-hungry, and it needs to be trained on real-world logistics data,” Castro explains. “The biggest challenge is that generic AI models don’t understand logistics jargon—they don’t know the difference between a bill of lading and a backorder unless you teach them.”

Many companies simply wrap existing AI models and call it an “AI agent.” But without domain-specific training, these solutions fail to grasp the nuances of logistics, tariffs, compliance, and disruption management.

Can AI Prevent Disruptions? Not Without Training

Supply chain disruptions are inevitable, but AI can help mitigate them—if properly trained.

“Generative AI, as it stands, cannot prevent disruptions,” says Castro. “You can’t just take an off-the-shelf model and expect it to solve your logistics problems. You need to train and fine-tune AI models specifically for supply chain challenges.”

At Sensos, this is exactly what we do. Our AI solutions are built with logistics expertise, ensuring they understand industry-specific language, challenges, and risks. This allows businesses to predict disruptions before they happen and take proactive measures to keep operations running smoothly.

The Future of Smarter Supply Chains

As global supply chains grow more complex, businesses must embrace two key strategies:

Real-time visibility – Know where your products are to avoid hidden costs and compliance issues.
Industry-trained AI – Use AI solutions tailored for logistics, not just generic models.

At Sensos, we’re helping companies stay ahead of supply chain risks with AI-powered visibility, analytics, and automation. Want to see how it works? Let’s talk.

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