by Rob Malcolm | Jul 23, 2026 | Glossary
Data quality is whether data is sufficiently accurate, complete, consistent and current for its intended use. Information quality is whether that data is given enough meaning, context, relevance and explanation to support sound judgement. Good data can still produce...
by Rob Malcolm | Jul 23, 2026 | Glossary
Scout Mindset is about actively seeking the most accurate understanding of reality instead of defending a preferred stance. The term comes from Julia Galef (Galef, 2021). It involves curiosity, humility, and testing assumptions through evidence, experience, diverse...
by Rob Malcolm | Jul 23, 2026 | Glossary
The Common Good is the set of social, economic, and ecological conditions that enable people, communities, and living systems to flourish. It asks decision-makers to look beyond immediate organisational interests and consider who benefits, who bears the costs and what...
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...