Normalizing Data from 33 Disparate Sources: A Practical Guide

When integrating data from 33 different Argentine traffic fine systems, Multita faced inconsistent formats. They solved it by defining a single output schema and writing adapters per source. This approach keeps business logic clean and simplifies adding new sources.