🇪🇺 European Union · AI Bias Audit Framework

AI Bias Audit Framework for EU

A two-artifact deliverable: an Executive Summary Word document for sign-off (Risk Classification Scorecard, top 5 bias risks, sign-off block), plus a 9-sheet Excel workbook with Risk Classification by AI Use Case (Unacceptable / High / Limited / Minimal tiering), 34-item bias audit checklist with intake-pre-filled customer answers, fairness testing protocol with thresholds and acceptance criteria, RACI matrix, permitted/prohibited use cases, monitoring & remediation plan, prioritised action plan, and a live Dashboard with native radar + doughnut charts that auto-refresh as you mark items Done.

EU-specific obligations covered

The output is anchored on the regulations that apply to AI deployments in EU. The top frameworks cited:

  • EU AI Act (Regulation 2024/1689)regulation · In force

    Providers and deployers of high-risk AI systems must complete conformity assessments, maintain technical documentation, implement human oversight measures, and register systems in the EU AI Act public database before market placement.

  • General Data Protection Regulation (Regulation 2016/679)regulation · In force

    Controllers must establish a lawful basis for all personal data processing, honour data subject rights including the right to explanation of automated decisions, and report personal data breaches to supervisory authorities within 72 hours.

  • EU Data Act (Regulation 2023/2854)regulation · In force

    Manufacturers of connected products must ensure users can easily access data generated by their products and share it with authorised third parties upon request, without discrimination or unfair contractual terms.

  • EU Data Governance Act (Regulation 2022/868)regulation · In force

    Data intermediation service providers must notify their national competent authority before commencing operations, remain neutral and not use data for their own commercial purposes, and maintain structural separation between intermediation and other services.

How the AI Bias Audit Framework approaches this

You describe your organisation and AI estate, then answer 25 self-assessment questions across four phases (use-case characterisation, current bias-testing maturity, governance posture, and a 5-question sector-specific block tailored to HR / Healthcare / Financial Services / Government / Education / Insurance / Universal). The tool maps your stated posture into a structured, evidence-based bias audit framework ready for your compliance, legal, and AI-governance practitioners.

The Executive Summary Word document is a one-page sign-off artifact — Risk Classification Scorecard, top 5 bias risks tied to specific AI systems, 30/90/365-day path forward, sign-off block, embedded heatmap + doughnut + gauge charts. The detailed Excel workbook is the working remediation instrument: tier each AI tool, pre-filled audit checklist, fairness testing protocol with explicit thresholds, RACI ownership, permitted/prohibited lists, monitoring cadence, action plan, and a live Dashboard. Both are AI-assisted drafting aids intended to accelerate review by qualified practitioners.

What you get

  • Two artefacts, two jobs: Executive Summary (.docx) with embedded charts for board sign-off, Detailed Workbook (.xlsx) for the working remediation tracking — no overlap, no confusion.
  • Intake-driven: every gap rating, risk-tier classification, and remediation action ties back to your stated YES/NO/PARTIAL/UNSURE answer — no generic checklist boilerplate.
  • Sector-specific: HR customers get NYC LL 144 + EEOC 4/5ths-rule probes; healthcare gets clinical-algorithm fairness + FDA SaMD; financial services gets ECOA / Veritas FEAT — automatic per industry.
  • Live dashboard with formulas + native radar + doughnut + per-section completion that auto-refresh as you mark items Done — no regeneration needed to see remediation progress. Tailored to your jurisdiction, industry, organisation size, and risk appetite.

Ready to generate?

$39 · one-time — answer a 6-question intake (including jurisdiction = EU), and download your tailored document immediately.

Audit AI Bias

Also available framed for your sector → see industry-specific pages

AI-assisted drafting aid. The output references EU regulation but is not legal advice. Have a qualified legal, compliance, or regulatory professional review before implementation.