Compliance leaders know that when it comes to risk there is more than one type of dragon to contend with Effective compliance is about handling uncertainty to decrease the probability of non-conformance as

I have spent considerable time teaching AI systems what Lean Compliance means from an operational perspective As soon as the context thins, they fall back to the public default, where compliance means conformance Raimund Laqua, P.Eng., PMP is the founder of Lean Compliance and chairs the Digital Engineering Committee

previous blog post we considered the nature of environmental obligations from the perspective of their compliance Unfortunately, compliance for many organizations focuses mostly on external obligations associated with For compliance to be effective it must adapt to the changing landscape by expanding beyond mandatory Does compliance in your organization cover all your obligations?

Assurance for all Compliance Programs While the roles of QC and QA have shifted, they remain complementary organizations are now harnessing QA to provide comprehensive assurance across the full spectrum of compliance workplace safety, data security, environmental sustainability, ethical business practices, and regulatory compliance

measures to improve the probability of achieving objectives across various risk domains: safety, compliance provides a comprehensive overview of risk management with a good selection of topics applicable to compliance never stands alone this might be better handled as part of a discussion of GRC (governance, risk, and compliance

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

Compliance at its core is about contending with risk. You might even start to better see opportunities to improve your compliance. Opportunities in the Presence of Uncertainty Lord of the Risks - The Two Towers: Productivity and Compliance

Recent revisions to compliance standards and regulations have introduced changes to the way we think companies up until now have worked mostly with prescriptive regulations using a check-boxed approach to compliance The same is true for compliance. You cannot audit your way to better compliance. , you need to apply proactive strategies like risk-based thinking to make certain you are always in compliance

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

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

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

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