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Now throw in eventual consistency into the mix and you get reconciliation reporting which is the only real thing that can verify the validity of your domain data. But for this you need skilled business analysts that really understand the domain. You can't really automate this step, no matter what the consultants tell you.

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Tom Kaszuba

Java, Scala and .Net Consultant with over 20 years experience in the Financial Industry, specializing in Big Data and Integration... and especially Kafka.