Governance & Ethics

Can you deploy AI responsibly?

Governance & Ethics assesses the policies, frameworks, and oversight mechanisms you have in place to deploy AI responsibly and compliantly. As regulations tighten globally, governance is becoming table stakes.

Why It Matters

Only 1 in 5 organisations have mature AI governance (Deloitte, 2026).

The EU AI Act, Australian AI Ethics Framework, and NIST AI RMF are creating compliance requirements.

Organisations without AI governance face reputational, legal, and financial risk.

Industry Benchmarks — Governance & Ethics

Finance6.0/10
Government5.5/10
Healthcare5.2/10
Technology4.5/10
Professional Services4.4/10
Manufacturing3.8/10
Retail3.6/10
Education3.5/10
Media3.4/10

Common Gaps

No AI policy

Staff use AI tools with no guidelines on acceptable use, data handling, or output validation.

No bias testing

AI models deployed without fairness evaluation or disparate impact analysis.

No incident response plan

When AI makes a wrong decision, there's no process to detect, escalate, or remediate.

How to Improve

1

Draft an AI Acceptable Use Policy (start with NIST AI RMF)

High impactMedium effort
2

Establish an AI ethics committee with diverse representation

High impactLow effort
3

Implement model monitoring for bias and drift

High impactHigh effort
4

Create an AI incident response playbook

Medium impactMedium effort

Recommended Tools

Bias Detection

IBM AI Fairness 360

Open-source toolkit for checking and mitigating AI bias.

AI Governance

Credo AI

Platform for AI risk assessment and compliance documentation.

Alignment

Anthropic Constitutional AI

AI safety techniques for building trustworthy AI systems.

How does your governance & ethics measure up?

Take the free AI Readiness Quick Scan to see your score across all 8 dimensions, with industry benchmarks and personalised recommendations.

Take the Free Quick Scan

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