IDP and machine learning


I have successfully installed the IDP application into my environment and amended the invoice CDT to capture currency which is is required in the 3 digit iso standard (e.g. USD, EUR, GBP). 

The invoice documents however record this in a number of different ways for example by symbol ($, € or £),  by name (e.g. EURO) as well as the 3 digit code.

Is it reasonable to assume that over time and given enough examples, the AI will learn to interpret the currency symbol or name as the 3 digit code or will I have to do additional work to convert these values to the ISO standard?

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