logo
logo
Sign in

Know About the Types of Supply Chain Analytics

avatar
Pooja salve
Know About the Types of Supply Chain Analytics

Supply Chain Analytics can be classified into five categories: descriptive, diagnostic, predictive, prescriptive, and cognitive. Each of these types has a particular focus when used to analyse supply chains, making it distinct even though they are all similar to those used in data analytics more generally.


Each works as follows:


Descriptive analytics - Descriptive analytics makes use of data to describe patterns and connections, such as the efficiency of a supply chain or the stock levels in a warehouse. As a result, logistics experts use descriptive analytics to comprehend how a supply chain and its components are currently functioning.


Diagnostic analytics - Data is analysed using diagnostic analytics to identify issues in the Supply Chain, such as the causes of late shipments or missed sales goals. Professionals in logistics employ diagnostic analytics to better comprehend the causes of patterns or relationships that exist in the data as well as the elements that contribute to them.


Predictive analytics - Supply chain data is used in predictive analytics to forecast future events, such as demand projections or potential maintenance requirements. Using statistical models created using predictive analytics, logistics professionals may plan for expected future occurrences, whether they are frequent occurrences like seasonal demand changes or uncommon occurrences like global supply chain interruptions.


Prescriptive analytics - Prescriptive analytics uses data to suggest a course of action, such as how to optimise a Supply Chain Analytics to increase efficiency or how to improve warehouse management. To create the solutions they need to deal with the possible issues they detected using descriptive and predictive analytics, logistics experts employ prescriptive analytics.


Cognitive Analytics- With the use of cutting-edge analytics methods like artificial intelligence and machine learning, cognitive analytics can quickly process enormous amounts of data and provide the most accurate solution. Cognitive analytics is a tool used by logistics experts to handle and comprehend the enormous data generated daily by supply chains.

 

Read More- https://coherentmarketinsightsus.blogspot.com/2023/01/in-supply-chain-analytics-companies.html


collect
0
avatar
Pooja salve
guide
Zupyak is the world’s largest content marketing community, with over 400 000 members and 3 million articles. Explore and get your content discovered.
Read more