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# Retirement notice
This workshop will be retired effective June 30, 2022. At that time the repository will be archived, and the materials will not be maintained.
For questions or concerns regarding the MCW library, email us at [AskMCW](mailto:AskMCW@microsoft.com). Please remember to include the title of the workshop in your email.
# Cosmos DB real-time advanced analytics
## This workshop is archived and no longer being maintained. Content is read-only.
Woodgrove Bank, who provides payment processing services for commerce, is looking to design and implement a proof-of-concept (PoC) of an innovative fraud detection solution. They want to provide new services to their merchant customers, helping them save costs by applying machine learning and advanced analytics to detect fraudulent transactions. Their customers are around the world, and the right solutions for them would minimize any latencies experienced using their service by distributing as much of the solution as possible, as closely as possible, to the regions in which their customers use the service.
March 2022