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Category: Articles

Three lines model diagram showing governing body, management first and second line roles, internal audit and external assurance

Three Lines Model for Enterprise Risk Management: 2026

Governance Docs30th September 2026

How the three lines model works in enterprise risk management: roles of the governing body, management, risk and…
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AI data quality risk checks for representativeness, labelling, provenance, completeness and drift in training and input data

AI Data Quality Risk: A Practical 2026 Guide

Governance Docs30th September 2026

How to manage AI data quality risk: assessing representativeness, labelling, provenance, bias and drift in training and input…
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AI incident management lifecycle from detection and triage to containment, reporting and lessons learned

AI Incident Management: A Practical 2026 Guide

Governance Docs30th September 2026

How to build AI incident management: defining AI incidents, detection, triage, containment, reporting duties, root cause analysis and…
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AI risk scoring matrix combining likelihood, severity, autonomy and scale into low, medium, high and critical ratings

AI Risk Scoring: A Practical 2026 Guide

Governance Docs30th September 2026

How to approach AI risk scoring: rating likelihood and severity of harm, adjusting for autonomy and scale, setting…
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Human oversight of AI model showing review points, reviewer training, override powers and monitoring evidence

Human Oversight of AI Systems: A Practical 2026 Guide

Governance Docs30th September 2026

How to design human oversight of AI: meaningful review points, reviewer competence, automation bias, intervention rights and evidence…
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Vendor exit strategy showing triggers, exit options, data return, transition and testing steps

Vendor Exit Strategy: How to Plan One in 2026

Governance Docs30th September 2026

How to build a vendor exit strategy: triggers, stressed and planned exit options, data return, transition steps, contract…
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Vendor risk register table with vendor, risk description, rating, owner, treatment and review date columns

Vendor Risk Register: How to Build One in 2026

Governance Docs30th September 2026

How to build a vendor risk register: the fields to include, how to score risks, assign owners, link…
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TPRM metrics dashboard showing coverage, assessment timeliness, open findings, incidents and concentration

TPRM Metrics and KPIs: A Practical 2026 Guide

Governance Docs30th September 2026

Which TPRM metrics matter: coverage, timeliness, findings, incidents and concentration, how to set thresholds and how to report…
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Third-party contract clauses grouped into security, data, audit, incident, subcontractor and exit protections

Third-Party Contract Clauses for Risk Management: 2026

Governance Docs30th September 2026

The third-party contract clauses that matter for risk management: security, data protection, audit rights, incident notification, subcontractors, resilience…
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Government access requests in a TIA showing assessment, contract clauses, transparency reports and response steps

Government Access Requests in a TIA: 2026 Guide

Governance Docs30th September 2026

How to handle government access requests in a TIA: assessing importer track record, contract commitments, transparency reports and…
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UK transfer risk assessment steps covering transfer description, tool, destination laws, risk rating and safeguards

UK Transfer Risk Assessment: A Practical 2026 Guide

Governance Docs30th September 2026

How to do a UK transfer risk assessment: when the IDTA or UK Addendum needs one, the ICO…
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TIA review and monitoring cycle showing triggers, legal check, supplier check, measures review and sign-off

TIA Review and Monitoring: A Practical 2026 Guide

Governance Docs30th September 2026

How to run TIA review and monitoring: review triggers, schedules, what to check about laws and suppliers, ownership…
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