data integrity officer ensuring accuracy

data integrity officer accuracy error verification trustworthy compliance precision quality process detection validation consistency diligence transparency authentication privacy legitimacy supervision confidence monitor protection assurance regulation information responsibility accountability safeguard reliability security examination confidentiality