19/08/2025

AI is Transforming the Cold Chain – Here’s How

Cold chain logistics, where maintaining precise temperature control is crucial, face increasing complexity. From pharmaceuticals to perishable foods, supply chain disruptions can result in major losses. That’s where AI logistics automation and predictive analytics are redefining operational standards.

At TMA Solutions, a top Vietnam AI company with 20+ years in Vietnam software outsourcing, we are helping logistics providers improve cold chain efficiency by offering:

AI-powered demand forecasting
Shipment tracking and route optimization
Agentic AI solutions for logistics

These innovations increase visibility, reduce spoilage, and create responsive, data-driven operations.

Real AI Applications in Cold Chain Logistics

AI Demand Forecasting in Logistics

AI analyzes historical data, weather trends, and consumption patterns to predict demand surges or slowdowns. In the cold chain, this reduces overstocking and understocking, minimizing spoilage and improving profitability.

Predictive Maintenance Using IoT

Cold chain assets, such as refrigerated trucks or storage units, require constant monitoring. AI models, integrated with IoT sensors, detect anomalies in real-time and predict equipment failure before it happens—ensuring no break in the cold chain.

TMA - AI-Driven Predictive Maintenance solution

AI-Powered Route Optimization and Last Mile Delivery

Using AI for last-mile delivery, especially in temperature-sensitive logistics, ensures the shortest and safest delivery paths—while avoiding delays caused by traffic, weather, or infrastructure.

Generative & Agentic AI in Cold Chain

With Generative AI, logistics teams can simulate various failure scenarios (e.g., power outages, supply interruptions) to prepare alternative plans. Meanwhile, Agentic AI solutions allow autonomous systems to make real-time decisions inside cold warehouses, such as rerouting goods or adjusting storage zones based on sensor feedback.

TMA – Agentic AI solutions – How it work

Why Choose TMA Solutions for Cold Chain AI?

TMA Solutions is a leading software outsourcing company in Vietnam, recognized for its AI and logistics expertise. Our strengths include:

Proven AI R&D capabilities across logistics and supply chain domains
Full-cycle development from AI modeling to deployment
In-house quality assurance teams and testing services
Experience with global clients in the pharmaceutical, food, and retail industries

Whether you're seeking custom AI development, predictive analytics, or a full-featured logistics automation platform, TMA delivers scalable and secure solutions tailored to cold chain requirements.