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I do not suppose a regular person can get access to all of the failed food safety audits in the past few years?

Also, why is there not a remediation date by which there will be a follow-up assessment?

Many records can be accessed at https://www.fsis.usda.gov/about-fsis/freedom-information-act... and if for some reason one is not available a FOIA request can be submitted fairly simply

Eugh pdfs. Even worse, the first one I tried was a scanned PDF, though they had at least run it through OCR.

Probability not directly the answer to your question, but similar examples are Australian name and shame lists.