AI Risk Assessment Tool

Identify and prioritise AI risks across 4 critical dimensions. Get personalised recommendations aligned to the ETHOS Bridge Framework.

6 Minutes

Quick assessment with 12 targeted questions across 4 risk categories

Privacy-Preserving

All calculations happen in your browser. Data stays private until you choose to share

Detailed Report

Comprehensive analysis with risk matrix, prioritised recommendations, and action plan

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What Makes This Assessment Different?

Most AI risk tools focus on compliance checklists. We go deeper—evaluating real governance maturity across the dimensions that determine whether your AI systems succeed or fail.

Bias & Fairness

Identify algorithmic bias risks, fairness gaps, and discrimination patterns before they impact real users

Evaluates: Data representation, outcome equity, protected attributes, fairness metrics

Transparency

Assess explainability, documentation quality, and stakeholder communication readiness

Evaluates: Model interpretability, decision auditability, user communication, documentation practices

Security & Privacy

Evaluate data protection measures, adversarial robustness, and privacy compliance gaps

Evaluates: Data security, privacy controls, adversarial defenses, compliance readiness

Operational Risk

Identify performance monitoring gaps, incident response weaknesses, and governance blind spots

Evaluates: Performance monitoring, incident response, governance structure, accountability

How the Assessment Works

Our evidence-based methodology combines industry best practices with ETHOS Framework principles to give you actionable, prioritised recommendations.

1

Answer Targeted Questions

12 carefully designed questions covering bias, transparency, security, and operations. Each question is based on real-world governance failures.

Example: "How frequently do you audit your AI models for bias across protected characteristics?"
2

Instant Risk Analysis

Your responses are analysed using a weighted scoring algorithm that prioritizes high-impact risks based on industry data.

Privacy: All calculations happen in your browser. No data transmitted unless you choose to share.
3

Visual Risk Matrix

See your risk profile mapped across all four dimensions with clear severity ratings (Low, Medium, High, Critical).

Output: Colour-coded matrix showing where you're strong and where immediate action is needed.
4

Actionable Roadmap

Get prioritised recommendations with specific next steps, ETHOS Framework resources, and implementation guidance.

Deliverable: personalised action plan you can share with stakeholders or use internally.

Who Should Use This Assessment?

Whether you're just starting your AI governance journey or optimising existing practices, this tool helps identify gaps and prioritise improvements.

Product & Engineering Teams

  • Validate governance practices before deployment
  • Identify technical debt in AI systems
  • Build business case for governance investment

Compliance & Legal

  • Assess regulatory compliance readiness (EU AI Act, GDPR)
  • Document due diligence for audits
  • Identify liability exposure areas

Leadership & Strategy

  • Benchmark maturity against industry standards
  • prioritise governance budget allocation
  • Communicate AI risks to board and stakeholders

Built on the ETHOS Bridge Framework

Your assessment results are mapped directly to ETHOS Framework principles, giving you a clear path from risk identification to practical implementation.

Risk → Framework Mapping

Each identified risk is linked to specific ETHOS principles (Ethics, Trust, Human-Centred, Openness, Stewardship) so you know exactly which framework components to focus on.

Curated Learning Paths

Your results include direct links to relevant framework articles, case studies, and implementation guides—no need to search through generic documentation.

Implementation Roadmaps

Get step-by-step action plans with prioritised milestones, stakeholder communication templates, and success metrics aligned to ETHOS best practices.

Maturity Benchmarks

Understand where you stand compared to industry standards across each ETHOS dimension, with clear milestones for progressing to the next maturity level.

Explore ETHOS Framework

Your Data Stays Private

We take privacy seriously. Here's exactly how your assessment data is handled:

Client-Side Processing

All calculations happen in your browser. No answers are transmitted to our servers unless you explicitly choose to share results.

No Account Required

Take the assessment anonymously. Create an account only if you want to save results or access personalised recommendations.

You Control Sharing

Decide if and when to share your results. Generate shareable reports or keep everything private—your choice.

GDPR Compliant

Our data handling practices comply with GDPR, CCPA, and other privacy regulations. Your data, your rights.

Ready to Identify Your AI Risks?

6 minutes. 12 questions. Actionable recommendations aligned to industry best practices.

No account required • Privacy-first • Results in minutes

Assessment Disclaimer

This AI governance assessment tool provides general guidance based on your responses and is intended for informational purposes only. Results do not constitute professional advice, legal counsel, or compliance certification. The assessment reflects your self-reported practices at a point in time and should not be treated as a comprehensive audit or guarantee of compliance with any specific regulation or standard. Consult qualified professionals for specific guidance tailored to your organisation's unique circumstances.