Yes

• Yes, I have faced data integrity issues in my previous role as a Senior Executive.

• One example is when we encountered duplicate records in our customer database, which led to inaccurate reporting an...read more

Daily Monitoring for log sheets some times readings wrongly written due some word load or some technical issues occurred but as per data integrity sop any discerption error and date errors and time er...read more

Yes I faced our junior taken sample for KSM RM in this batch 11 containers but fasted 9 containers sample lable in one customer audit identified than justified in containers shifting containers loosed...read more

Data integrity sop incorporated and entry error and time error and wrong date incorporated the sop

We won't does data integrity.

Not facing any DI issue

No if I observed in any document I ask them to go through Quality elements to avoid reoccurrence.

Yes but very rarely. Basically most of the data integrity issues were un intentional. So appropriate CAPA works for resolving issues. Intentional issues are resolved through disciplinary action.

Wrong plase sing and date

Data integrity is Attributable. Legible. Contemporaneous. Original. Accurate.this principle follow to controll of issues. They may also check the audit trail, to follow the standard oparating Procedur...read more

Train your employees regularly,Use validation processes,Establish data stewards,Automate where possible,Commit to regular testing,Stay on top of the basics