FRAMEWORK METHODOLOGY

The Bridge Framework: From Principles to Practice

How our ten integrated pillars operate as a continuous governance cycle, and how the framework maps to every major regulatory regime.

The Ten Pillars of the Bridge Framework
Hover a segment or pillar to explore.Tap a segment or pillar to explore.
1. Accountable Governance and Ethical Leadership12. Purpose-Driven and Rights-Based Innovation23. Human Agency and Oversight34. Systemic Safety and Reliability45. Data Integrity and Privacy56. Algorithmic Transparency and Explainability67. Continuous Assurance and Adaptation78. Equitable Impact and Societal Well-being89. Ecosystem Accountability and Market Fairness910. Global and Cultural Context10BRIDGE10 PILLARS
  1. 1Accountable Governance and Ethical Leadership
  2. 2Purpose-Driven and Rights-Based Innovation
  3. 3Human Agency and Oversight
  4. 4Systemic Safety and Reliability
  5. 5Data Integrity and Privacy
  6. 6Algorithmic Transparency and Explainability
  7. 7Continuous Assurance and Adaptation
  8. 8Equitable Impact and Societal Well-being
  9. 9Ecosystem Accountability and Market Fairness
  10. 10Global and Cultural Context

Bridge Framework Pillar Cycle

Our framework operates as a continuous cycle, ensuring sustained governance excellence across all AI systems.

Implementation Roadmap
Three phases, from first steps to continuous assurance.
Quick startComprehensive adoptionContinuous assurance
  1. 1
    Readiness Assessment

    Baseline current practice against the ten pillars.

  2. 2
    Governance Committee

    Form the team that will own implementation.

  3. 3
    Priority Policies

    Identify and adopt the policies that matter first.

  4. 4
    Full Assessment

    A thorough review across every pillar and system.

  5. 5
    All Ten Pillars

    Embed the complete framework into operations.

  6. 6
    Training & Certification

    Equip people and certify the organisation.

  7. 7
    Continuous Assurance

    Monitor, reassess and close gaps as systems evolve.

  8. 8
    Ongoing Certification

    Maintain standing through regular review.

Explore the Complete Framework
Browse Resources Library160+ Resources

One Framework. Multiple Compliance Requirements.

Harmonise your AI governance across EU AI Act, GDPR, NIST AI RMF, ISO standards, and more.

The Challenge

Organisations face a fragmented regulatory landscape—EU AI Act, GDPR, CCPA, NIST AI RMF, ISO 27001, IEEE standards, and more. The Bridge Framework serves as a meta-framework that maps systematically to all major requirements, eliminating redundant compliance work while ensuring comprehensive coverage.

€16k-€29k annual compliance cost per AI system
5+ major frameworks organisations must navigate simultaneously
60% time savings through harmonised approach

Comprehensive Coverage

Our framework maps to all major AI governance requirements:

EU AI Act
GDPR
NIST AI RMF
ISO 27001
ISO 42001
IEEE 7000
OECD AI
UNESCO
Regulatory Alignment
The Bridge Framework maps to the standards and regulations below.
EU AI Act
Comprehensive AI regulation
GDPR
European data protection
NIST AI RMF
AI risk management framework
ISO/IEC 42001
AI management systems
ISO/IEC 27001
Information security management
IEEE 7000
Ethical considerations in system design
OECD AI Principles
International guidelines for trustworthy AI
UNESCO Recommendation
Global standard on the ethics of AI