From the course: Supply Chain Beyond the Basics: Leveraging Supply Chain Information Systems
Unlock this course with a free trial
Join today to access over 24,700 courses taught by industry experts.
AI in supply chains
From the course: Supply Chain Beyond the Basics: Leveraging Supply Chain Information Systems
AI in supply chains
- [Narrator] Artificial intelligence, or AI, is rapidly transforming our supply chains. Processes that used to involve manual analysis and gut instinct can now be done faster, more accurately, and at a much larger scale with AI. From demand forecasting to route optimization, AI is changing the way that supply chains operate. At its core, AI is about teaching machines to learn from data, to recognize patterns, and to make decisions or predictions. In a supply chain context, that means using AI to analyze complex datasets, automate repetitive tasks, and support faster, smarter decision making. One of the most common applications of AI is in demand forecasting. Instead of relying just on historical sales, AI models can incorporate dozens of variables, things like weather, social trends, economic indicators, and real-time point-of-sale data to predict what customers will want, when and where. These AI forecasts are often more accurate, which helps to reduce stockouts, minimize excess…
Contents
-
-
-
Demand planning system (DPS)2m 36s
-
(Locked)
Order management systems (OMS)2m 25s
-
(Locked)
Material requirements planning (MRP)2m 17s
-
(Locked)
MES and MOM2m 51s
-
(Locked)
Enterprise resource planning (ERP)2m 37s
-
(Locked)
S&OP and integrated business planning (IBP)3m 24s
-
(Locked)
WMS and WES2m 22s
-
(Locked)
Distribution requirements planning (DRP)2m 31s
-
(Locked)
Transportation management systems (TMS)2m 24s
-
(Locked)
Global trade management (GTM)2m 29s
-
(Locked)
Labor management systems (LMS)2m 24s
-
(Locked)
Customer relationship management (CRM)2m 28s
-
(Locked)
Supplier relationship management (SRM)2m 40s
-
(Locked)
Returns management systems (RMS)2m 37s
-
(Locked)
Supply chain control towers and command centers2m 42s
-
(Locked)
OCR, EDI, and APIs2m 54s
-
(Locked)
Internet of things (IoT)2m 14s
-
(Locked)
Managing data, databases, data warehouses, and data lakes5m 25s
-
(Locked)
AI in supply chains3m 1s
-
(Locked)
Cybersecurity in SCIS3m 2s
-
-