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Instead of implementing AI systems and then auditing their outputs, we might design systems that continuously

always stay in compliance Monitor in real-time the status and your ability to stay in compliance Audit

Additional focus would be needed on ongoing monitoring and rapid response to emerging threats. potential errors or inconsistencies, while QA would provide structured processes—such as documentation, audits

This is what happens to those that only use audits to manage compliance. Audits are necessary but ineffective at protecting our businesses and keeping everyone safe. Next to audits, training is the predominate method used by companies to achieve compliance. No wonder the effort applied to audits is so high and increasing. and immediate certainty of compliance and reduce the spiraling increase and dependence on audits.

Regular risk assessments and audits become invaluable tools in detecting vulnerabilities and implementing

You may want to give up and go back to the old way of doing things (i.e. the audit-fix cycle).

Right now, most organizations are doing manual oversight—reviewing samples, running periodic audits,

In compliance management, this could mean addressing a sudden audit finding or a compliance violation

Processes are needed to address deviance and variability often achieved through audits, analysis, and In addition, measures are needed to contend with natural variability.

consistent output using: standard operating procedures, measurements and monitoring, inspections and audits

establishes a clear framework for compliance and provides a record of compliance efforts which aids the audit

fact, training for many organizations is seen as the dominate means to achieve compliance apart from audits