IoT in Supply Chain

Explore IoT in Supply Chain with topics on real-time tracking, smart sensors, and predictive maintenance. Learn how IoT technology enhances visibility, efficiency, and automation in logistics.

AI and Machine Learning in Supply Chain Supply Chain Analytics
Supply Chain 4.0: Technologies, Benefits, Risks & Roadmap
ByGijo Kochuparambil John July 11, 2024August 27, 2026
Supply Chain 4.0 describes the coordinated use of connected devices, interoperable data, cloud platforms, analytics, artificial intelligence and automation across supply…
Read More Supply Chain 4.0: Technologies, Benefits, Risks & Roadmap

Last-Mile Delivery Optimization: KPIs, Costs & Strategies
by Gijo Kochuparambil John
August 26, 2026
Last-mile delivery is where customer promises meet operational reality. It is the final movement of...
Warehouse Automation in 2026: Robots, AMRs, AI & ROI
by Gijo Kochuparambil John
August 26, 2026
Warehouse automation is no longer limited to large, fixed conveyor systems. In 2026, operations teams...
Incorporating Advertising Effects into Demand Forecasting Models
by Gijo Kochuparambil John
August 21, 2025
In supply chains, forecasting errors often lead to either stockouts that frustrate customers or bloated...
How to Forecast Demand for Perishable Goods with Short Shelf Life?
by Gijo Kochuparambil John
August 21, 2025
Forecasting demand for perishable goods with short shelf life is one of the toughest challenges...
How to Calculate Safety Stock When Both Demand and Lead Time Fluctuate?
by Gijo Kochuparambil John
August 20, 2025
In an ideal supply chain, demand is predictable, lead times are consistent, and inventory managers...