Where they started
The manufacturer was paying substantial fees to a third-party data warehouse provider that wasn't delivering. The legacy system was outdated, slow and unreliable; changes were slow and expensive; thousands of duplicate reports had questionable data quality, and there was no single reliable version of the truth across global branches.