October 18, 2022via Amazon Science
reMARS revisited: Amazon’s supply chain optimization
Why it matters
Amazon's reMARS system shows how machine learning can optimize complex enterprise operations at massive scale, providing a blueprint for other companies looking to integrate AI into their supply chain decisions.
Key signals
- reMARS system combines operations research and machine learning
- System decides product purchasing quantities and placement
- Implementation by Amazon's SCOT (Supply Chain Optimization Technologies) team
- Covers full supply chain optimization workflow
The hook
Not a pilot. Amazon deployed ML across their entire supply chain to decide what to buy, how much, and where to place billions of products.
How the SCOT team implemented a system that leverages operations research and machine learning to decide what products to buy, how much to buy, where to place them, and more.
Relevance score:75/100