Insights
Notes for people who keep automotive catalog files clean.
These articles are for catalog specialists, data managers, and supplier-file reviewers in the automotive aftermarket. If you work with ACES, PIES, or fitment data, this is the page for you. Practical file-quality notes. No product pitches. No parts store.
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How to review a supplier ACES file before you ingest it
Once a supplier file is in your catalog, their mapping errors are your mapping errors. A short inbound review prevents that.
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Why “complete” ACES files still produce wrong-part returns
A file can have an application for every SKU and still send the wrong part to the bay. Completeness is not the same as correctness.
InterWest Technology Group 