AI Governance & Compliance

Responsible AI.
By Design.

AI without governance is a liability. We help organisations implement the frameworks, policies, and controls that make AI deployment ethical, explainable, and compliant — building trust with customers, regulators, and boards.

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// Four Pillars

The Glazier AI
Governance Framework

01 — Policy Design

Tailor-made AI usage policies that define which AI tools are permitted, how data is handled, what decisions AI can make autonomously, and who is accountable for AI outputs across your organisation.

Acceptable UseData ClassificationAccountability

02 — Explainability (XAI)

Implement model interpretability frameworks so stakeholders, regulators, and customers can understand why an AI made a specific decision. Critical for high-stakes industries: finance, healthcare, legal.

SHAP / LIMEDecision LogsExplainable Reports

03 — Bias Detection

Continuous monitoring pipelines to detect demographic, statistical, and systemic bias in your AI models before it reaches production — and remediation roadmaps when bias is found.

Fairness MetricsDrift DetectionRemediation

04 — Regulatory Compliance

Gap assessments and readiness roadmaps for EU AI Act, ISO 42001, NIST AI RMF, UAE AI Strategy, and sector-specific mandates. We prepare your documentation for regulatory submissions.

EU AI ActISO 42001NIST RMF

AI Risk Register

A living inventory of every AI system in your organisation with associated risks, controls, ownership, and review schedules — the foundation of any mature AI governance programme.

Board Reporting

Executive-ready AI governance dashboards and quarterly board reports that translate technical AI risks into language your leadership can act on.

// Why It Matters

The Cost of
Ungoverned AI

Regulators globally are tightening AI oversight. The EU AI Act mandates compliance for high-risk AI systems. ISO 42001 is becoming a procurement requirement. Organisations that govern AI now avoid the fines, reputational damage, and operational disruption that come from getting it wrong.

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EU AI Act fines up to €35 million or 7% of global turnover for non-compliance

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74% of consumers say they would stop using a company's AI product if they found it was biased

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Organisations with mature AI governance see 40% faster AI project approvals internally

AI Governance Audit

We assess your current AI landscape — every model, tool, and automated decision in use — and identify governance gaps against your target framework.

Policy Development

Co-design AI usage policies, data governance rules, and human oversight requirements with your legal, compliance, and technical teams.

Controls Implementation

Deploy technical controls: model monitoring, bias detection pipelines, explainability layers, and audit logging infrastructure.

Training & Culture

Role-based AI ethics training for technical teams, business users, and board members. Governance only works when the whole organisation understands it.

Ongoing Advisory

Quarterly governance reviews, regulatory update briefings, and continuous improvement as the AI landscape and regulation evolves.

Responsible AI.By Design.

The Glazier AIGovernance Framework

The Cost ofUngoverned AI