We turn messy automotive data into clean, distributor-ready catalogs that speed up onboarding and eliminate errors.
We turn messy automotive data into clean, distributor-ready catalogs that speed up onboarding and eliminate errors.
With Experience in Automotive Data Mapping for Leading Automotive Manufacturers and membership in the Auto Care Association, AutoMap Systems is no stranger to messy data feeds. Our approach is simple: deliver clean, compliant ACES/PIES data that saves time, removes the chance of error, and keeps catalogs moving smoothly.
A major automobile manufacturer needed a way to standardize vehicle naming conventions across multiple tables so supplier feeds could be trusted. At the time, names were often misspelled, shortened, or duplicated, and data was spread across different levels of detail across supplier feeds. These inconsistencies caused onboarding delays of up to three weeks, created reporting errors, and required analysts to spend hours manually cleaning data.
We created a hierarchical naming framework (low, mid, and high levels) applied across 5+ interconnected tables, correcting issues like misspellings, abbreviations, and duplicates to keep data consistent from trim to make. An automated update process compared new loads to existing records — skipping duplicates, mapping new entries to the correct conventions, and appending valid data — while our team reviewed and validated each update with quality checks. The result was a structured, sustainable system that eliminated messy inputs and kept supplier data accurate and scalable.
With this framework in place, onboarding time dropped from three weeks to just days. Reporting errors were significantly reduced, analysts no longer had to spend hours cleaning incoming feeds, and the manufacturer gained a trusted, sustainable foundation for supplier data. The combination of structure, automation, and ongoing oversight ensured the system remained both accurate and scalable as new data continued to flow in.
With Experience in Automotive Data Mapping for Leading Automotive Manufacturers and membership in the Auto Care Association, AutoMap Systems is no stranger to messy data feeds. Our approach is simple: deliver clean, compliant ACES/PIES data that saves time, removes the chance of error, and keeps catalogs moving smoothly.
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