🧭 WiBrief GenAI Governance Compass

Benchmark your readiness. Navigate responsible innovation.

As organisations race to adopt generative AI, the difference between thriving and stumbling isn’t just technology—it’s governance. This self-check tool enables leaders, teams, and innovators to evaluate current practices, identify gaps, and set a principled course for trustworthy, high-impact AI adoption.

Use this Compass to align your strategy, processes, and culture with the standards that will define tomorrow’s most trusted organisations.


1. Clear Purpose and Role Definition

  • Are the objectives, boundaries, and expected outcomes of your project explicitly documented?
  • Are all key roles (owners, validators, reviewers) clearly assigned and communicated?

2. Structured Idea Capture

  • Is there an open, documented process for collecting and recording new use cases, challenges, or improvements from all stakeholders?
  • Are proposed ideas logged transparently in a central repository?

3. Responsible Prototyping and Risk Awareness

  • Are new ideas moved quickly from concept to draft—while identifying risks, data requirements, and oversight needs at each step?
  • Is there a framework for assessing risk and value before scaling or deployment?

4. Independent Validation

  • Does each major output undergo review by a qualified expert or peer, independent from its creator?
  • Are feedback cycles documented, with a clear record of decisions and improvements?

5. Transparent Feedback and Iteration

  • Is regular review and retrospective discussion built into the process, ensuring that lessons and concerns are surfaced and addressed?
  • Are critical issues or deviations flagged early and managed transparently?

6. Auditable Oversight

  • Are oversight and validation steps clearly documented and visible to all relevant parties—including clients, where appropriate?
  • Is there traceability of decision points and interventions throughout the lifecycle?

7. Continuous Self-Audit and Reflection

  • Are outcomes periodically assessed and reported, both for successes and learning opportunities?
  • Is there a culture of open reflection, transparency, and accountability around both achievements and setbacks?

Self-Assessment (Rate 1–5 for Each Area)

  • 1 = Not evident
  • 3 = Partially in place
  • 5 = Fully embedded

Scoring Guide:

  • 30–35: Governance Pioneer – Strong, consistent frameworks support trusted, resilient innovation.
  • 22–29: Progressing – Key governance elements present; targeted improvements will enhance trust.
  • 15–21: Developing – Governance is emerging but uneven; focused attention required.
  • Below 15: At Risk – Gaps may expose the organisation to avoidable risks and erode stakeholder trust.

Reflection & Next Steps

  • Which governance area is your greatest strength—and which needs the most urgent attention?
  • What practical action can you take this quarter to strengthen your governance baseline?
  • Consider sharing your results (anonymously or otherwise) to contribute to a wider culture of transparency and improvement.

#WiBrief #Governance #AITrust #LegalInnovation #SelfAudit #Accountability #ProfessionalServices


About Geofrey Banzi, Legal Technologist, Big Four 21 Articles
Geofrey Banzi is a Legal Technologist at KPMG, co-organiser and co-founder of Legal Hackers MCR and the founder of WiredBrief, a leading tech platform that connects readers globally to the connected digital world. WiredBrief specifically focus on raising awareness of important tech-law concepts and issues, with the aim of creating greater awareness and understanding of technology and its potential to shape society for the better, as well as its portended risks which crucially need to be mitigated against. Geofrey is also the author of Regulating Driverless RTAs: A Concise Guide to the Driverless Future and Emerging Policy Issues in the UK and is a leading voice in the UKs rapidly growing Technology law scene. Specialisms and interest include: * Corporate, Competition and IP Law * Self driving cars and AI liability * Project management (Legal tech) * HighQ and cloud infrastructure * Data visualisation and UX system design * Document Automation (Contract Express)

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