A new problem...

Your company's clients have been really impressed with your suggestions and your manager is pleased. A new client, a credit card company, has requested some assistance in designing a pipeline to make use of streaming technologies. The credit card company is primarily concerned about fraudulent activity and wants to make certain that any incoming transactions are run through their fraud prediction models as quickly as possible. They would also like to run some analysis on the information, so it needs to be made available to their users in a timely manner.

Your manager has asked you to classify the areas of their transaction pipelines with the best style of data processing that meets their needs.