Thamer James Blog
Governance, Risk & ComplianceISO42001 and the Critical Role of Data Sources in Responsible AI
Why Data Sources Matter in AI Governance AI systems learn from data. But not all data is created equal. Inaccurate, biased, incomplete, or improperly sourced data can lead to:- Discriminatory algorithms- Legal noncompliance (e.g. GDPR violations)- Reputational damage-...
ISO42001: Setting the Standard for Responsible AI – A Consultant’s View
Why ISO/IEC 42001 Matters AI is evolving rapidly, with applications spreading from logistics to healthcare, finance to customer service. Yet with innovation comes risk: bias, privacy violations, opaque algorithms, and a lack of human accountability.ISO/IEC 42001 helps...
ISO 37301 – The Importance of a Compliance Policy
Introduction A clear and well-communicated compliance policy is essential for any organisation committed to integrity, accountability, and lawful conduct. ISO 37301:2021, the international standard for compliance management systems (CMS), recognises the central role a...
ISO 37301 – The Need for Adequate Resources in Compliance Management
Introduction Establishing and maintaining an effective compliance management system (CMS) requires more than just policies and procedures—it requires resources. ISO 37301:2021, the international standard for compliance management systems, recognises that success...
ISO 37301 – Conducting Compliance Risk Assessments
Introduction In an increasingly complex regulatory landscape, organisations must proactively identify and manage risks that could impact their ability to comply with legal, regulatory, and ethical obligations. ISO 37301:2021, the international standard for compliance...
ISO 37301 – Defining Compliance Roles and Responsibilities
Introduction For a compliance management system (CMS) to be effective, everyone in the organisation must understand their role in ensuring compliance. ISO 37301:2021, the international standard for compliance management systems, places strong emphasis on clearly...