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What are my options to replace linked table lookups if my table data is now going to be in the cloud?

Question asked by SharZ on Feb 4, 2020

So we have an Asset Management system that has an on-Prem database.  We make a lot of table lookups to get information like manufacturer info etc.  This is data that we really would not need to store in PI.  We have been told that the system is moving to the cloud.  It sounds like it will have a data lake, but it also sounds like it will have a REST api.  My question is what is the best strategy to replace our current table lookups with something that will work with this cloud situation?  Has anyone else had to deal with this?