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Obligations associated with Environmental Social Governance (ESG) initiatives can cross and overlap several compliance them will be largely shaped by the scope and nature of the ESG obligations and the existence of other compliance Other standards that might be helpful to get started: ISO 37301 - Compliance Management System Standard

Compliance, security, and operational risk controls are well-established. tracking data changes, managing retraining pipelines, and ensuring models continue to meet performance and compliance This article was written by Raimund Laqua, Founder of Lean Compliance and Co-founder of ProfessionalEngineers.AI

When it comes to compliance, labelling everything as AI might be a bad idea.

In this blog post we explore how the notion of debt can be applied to compliance to help organizations better address their compliance obligations. cuts is not unique to software development as this practice is observed in other endeavours including compliance The interest rate combined with its probability can be considered as a proxy for compliance risk. This can manifest as the number of complaints, issues, injuries, reportable emissions, or other ways

more popular in other fields such as environmental, finance, regulatory, cybersecurity, and overall compliance Validity of Compliance Risk Measures While these definitions are described for process safety they are applicable to general risk management including compliance. In fact, compliance risk measures would also benefit from the extended list of attributes defined by You might say that compliance is in need of tools such as the Bow Tie and Barrier Analysis to better

It is governed by compliance programs, audited, and held to standards of care.

Are your risk and compliance controls capable to keep you between lines? The purpose of risk and compliance is to keep companies operating between the lines so that they do not When it comes to risk and compliance objectives measuring outputs using a feedback-management-control

And that's why ethical, forward-looking companies practice proactive compliance. You can continue to practice reactive compliance and perhaps even reduce some of your losses. Or You can practice proactive compliance and avoid the losses altogether, and experience the benefits

Compliance versus Obligation Risk Integrated Risk Assessment - Template Lean Compliance A3 Format -

Compliance, properly understood, is the immune system of the enterprise. Not paperwork.

Collaborate with legal and compliance teams to ensure AI use aligns with regulatory requirements Conduct measures for AI-driven decisions Foster a culture of responsible AI use throughout the organization Lean Compliance

However, this is the approach when compliance is based on the traditional operating principles of audits It's time for environmental compliance to become operational in the full sense of the word.