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Graph database question?

For one of financial organization, looking to use a graph database(Neo4j) for customer 360 view. So we get a view from a Customer perspective connecting to all his financial products. Is my thinking wrong? Would like to know if this is the right way to use or any concerns?

Note - currently data sits in Oracle. We are anyways moving to cloud on a new drums with a new DW design. So why not use this opportunity.