Articles Archives - Governance Docs

How to run privacy risk monitoring: choosing indicators, setting thresholds, gathering evidence, reporting to leaders and triggering reassessment…

How to use a privacy harms taxonomy: categories of harm to individuals, problematic data actions, how to apply…

How to plan privacy risk treatment: options to reduce, avoid, share or accept risk, writing an actionable plan…

How to approach privacy risk scoring: rating likelihood and impact of harm to individuals, building a matrix, scoring…

How to plan AI impact assessment mitigation: technical, organizational and procedural safeguards, owners and dates, evidence and residual…

How to run an AI impact assessment in healthcare: patient safety, bias across populations, consent and privacy, clinician…

How to run an AI impact assessment for credit scoring: identifying harms, testing for unfair outcomes, explaining decisions,…

How to run AI impact assessment monitoring: tracking real-world impacts after launch, choosing indicators, setting review triggers and…

How to rate severity in an AI impact assessment: defining harm scales, weighing scale, reversibility and vulnerability, calibrating…

How to run risk workshop facilitation: planning, invitations, agenda, techniques for surfacing risks, agreeing ratings and closing with…

How to run risk scenario analysis: choosing scenarios, building narratives, estimating impact and likelihood, testing controls and using…

How to build a risk taxonomy for enterprise risk management: choosing categories, defining levels, writing clear definitions, mapping…

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