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I want a repeatable redaction standard to avoid leakage across exhibitions and budgets
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Become — change the pattern
+We have repeated incidents where redacted budgets leaked donor amounts through file history or…
Become — change the pattern
+We have repeated incidents where redacted budgets leaked donor amounts through file history or comments. Propose a standard redaction and file-release workflow for budgets and appraisal documents that prevents recovery from metadata, includes an audit trail, and integrates a one-step verification sign-off by the registrar or IT before anything goes public.
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