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: things that should not have been done but nevertheless were done Though traditionally applied to operational consequences, including environmental impacts, extensive legal and financial penalties, reputational damage, operational and effectiveness, offers valuable guidance for organizations seeking to transform their compliance operability

framework has its roots in systems thinking based on the notion that accidents are hidden in normal operations

Artificial Intelligence has limitations because it operates primarily on explicit knowledge (data and

This means that a part of you is operating without the benefits of the other parts, and that usually Compliance programs and systems need to operate as a whole – an integration of its parts – if good results You could say that this is a good subtitle for all people, organizations and communities that operate They are the ones who are facing reality one aspect of which includes that their parts need to operate The good news is that these gaps can be developed and improved over time.

manufacturing's strong embrace of proactive quality assurance, most corporate compliance systems still operate Organizations that continue to rely on complaints as their primary compliance feedback mechanism are operating

In AI systems—where complex models often operate as black boxes—explainability techniques like SHAP, companies are adopting compliance initiatives that implement the  Trinity of Trust  into their core operations

However, as humans, we often conflate low probability with impossibility, but uncertainty doesn't operate

changes, address root causes, and introduce new capabilities that keep the organization ahead of risk, operating

The AI hype machine is definitely operating on all cylinders. should be able to compose a program that may eventually be able to predict arbitrary human behaviour over

Sure, that might keep them licensed to operate, but it doesn't inspire confidence that they will achieve

chart is used by many organization to monitor their game play and predict when they are at risk of operating the boundaries, compliance helps to avoid non-conformance and protect the integrity of a company's operations

Cyber threats, regulatory changes, operational failures, reputational damage—they're always pursuing.