AI and Machine Learning

Supply Chain Analytics
AI in Supply Chain: Machine Learning Use Cases & Tools
ByGijo Kochuparambil John September 9, 2024August 26, 2026
Artificial intelligence is moving from isolated experiments into everyday supply chain planning and execution. In 2026, the most useful applications are…
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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...