by Rob Malcolm | Jul 23, 2026 | Glossary
Ethical AI Governance is the governance of AI use so that purpose, permitted use, data, accountability, human judgement, contestability, and downstream consequences remain visible and owned. It recognises that AI can assist attention, analysis, modelling, and...
by Rob Malcolm | Jul 22, 2026 | Glossary
Adaptive Governance keeps governance effective as conditions change by reviewing and adjusting its structures, controls, roles and decision-making while remaining anchored in stable principles. It acknowledges that governance cannot remain effective simply because it...
by Rob Malcolm | Jul 22, 2026 | Glossary
📝 Risk Governance Risk Governance is the way an organisation connects uncertainty and potential consequences with ownership, vigilance, judgement, escalation and timely action. It extends risk management beyond registers, ratings and reports. Risk becomes governable...
by Rob Malcolm | Jul 22, 2026 | Glossary
Governance Ownership involves being accountable for maintaining governance that is visible, coherent, relevant, effective, and aligned with purpose, ethics, the actual situation, and expected outcomes. It prevents governance from turning into a fragmented collection...
by Rob Malcolm | Jul 22, 2026 | Glossary
Informed Judgement is the practical use of evidence, experience, context, diverse perspectives, and ethical reasoning to decide and act under uncertainty. It recognises that decisions cannot always wait for complete information or perfect certainty. People must...