Transforming Anekanta®’s Renowned AI Principles into Action to Maximise Value

AI success does not happen by accident, it is driven by innovative leadership. Organisations that thrive with AI do not treat governance as a compliance afterthought; they make it a strategic board-level priority.

High-level principles are often difficult to operationalise. Interpretations vary by industry, AI system capability, and regulatory maturity. In some jurisdictions, there is no clear regulatory anchor to define high-risk AI.

Anekanta® bridges this gap through its AI Governance Framework, delivered via three core service pillars: strategy, literacy, and governance. Our approach is grounded in globally recognised definitions and standards, including:

The OECD definition of AI systems,
ISO 22989 (AI Terms and Definitions),
The NIST AI Risk Management Framework, and
The EU AI Act.

This provides a consistent, structured foundation for identifying and managing AI system use across organisations.

Anekanta®’s Leadership Blueprint for AI

In 2020, Anekanta®’s Founder Pauline Norstrom developed the AI in the Boardroom AI Governance Framework, a set of 12 high-level principles designed as a timeless blueprint for AI strategy and governance, applicable in any legal jurisdiction.

The framework has since been recognised by the UK Government and the OECD and forms the basis of the Institute of Directors’ (IoD) AI Governance in the Boardroom Business Paper for statutory directors. Pauline contributed significantly to the development of this Business Paper through her role on the IoD Expert Advisory Group for Science, Innovation and Technology.

Anekanta® stands apart from other technology consulting and advisory firms by cutting through AI hype to deliver practical, structured, and actionable advice. We help organisations achieve AI success where many initiatives stall due to a lack of strategic clarity and governance.

Making AI Strategy Work – Setting Direction

AI governance is not an afterthought in successful AI programmes. Strategy and governance must work together. Our AI strategy and risk services operationalise high-level principles, ensuring AI initiatives align with core business objectives and building trust, confidence, and investment commitment.

We focus on three key governance principles to set direction:

Board accountability

We work with boards to build informed leadership so they can confidently:

Oversee AI adoption,
Understand AI-related risks, and
Ensure compliance with relevant regulations.

Our CPD-certified training for boards and senior leaders is a key enabler. It translates abstract accountability into clear board responsibilities, equipping decision-makers to lead with confidence.

Set high-level goals

We help organisations define AI strategies that:

Align with business objectives,
Mitigate risks, and
Secure investment approval.

High-level goals shape organisational AI behaviours, reduce shadow AI use, and encourage adoption within clear policy frameworks. Goals can be tied to vision and mission statements, such as:

Becoming a recognised technology innovator,
Enhancing competitive positioning, or
Delivering exceptional customer service.

Using ISO/IEC 42001 (the AI Management System Standard) provides a structured and certifiable framework for operationalising these goals.

Monitor regulation

We help organisations determine whether their AI systems fall under regulatory requirements and implement the necessary measures across the AI lifecycle. This includes:

Avoiding pitfalls like the Inference Trap in Prohibited AI,
Applying structured use case evaluation techniques to categorise systems,
Adjusting AI roadmaps for compliance, and
Achieving conformity with evolving harmonised standards.

Our EU AI Act Resource Centre offers practical guidance to support regulatory preparedness.

The AI Literacy Imperative – Building Capacity

AI literacy is a board-level priority. Informed executives are essential for responsible and effective AI adoption. Our approach addresses executive capability and decision-making through three key principles:

Data sources

Understanding organisational data sources is both strategic and operational. We:

Examine available data with bias mitigation in mind,
Raise awareness of human cognitive biases that can distort AI outputs, and
Guide companies away from “AI fast food” adoption toward strategic, sustainable value.

We draw on the ISO 5259 data quality standards, which help improve accuracy, traceability, and reduce bias, covering inputs for GenAI, high-risk AI, and biometrics.

Impact assessments

We help organisations implement comprehensive risk assessment tools to manage AI accountability and oversight. This includes:

Discovery and use case evaluation,
Risk and impact assessments aligned with the EU AI Act,
Integration of ISO 23894 (AI Risk Management Guidance) and ISO 42005 (AI Impact Assessment) frameworks, and
Use of Anekanta®’s proprietary software tools such as the AI Risk Intelligence System™ and the Facial Recognition Privacy Impact Risk Assessment System™.

Training

AI literacy is not just about operating tools, it is an organisation-wide capability. We deliver CPD-certified AI Literacy and Governance workshops, enabling boards and executives to:

Build strategic insight,
Strengthen governance expertise, and
Earn 6 CPD points while preparing to lead AI adoption confidently.

Bringing It All Together with AI Governance – Embedding Control

AI governance establishes accountability, legal readiness, and risk management frameworks recognised by bodies such as the UK Government and the OECD. Our governance services operationalise six key principles:

Independent Review Committee (IRC)

We help leaders implement independent human oversight mechanisms, aligning with both legal and voluntary frameworks. This includes supporting alignment with the European Commission’s AI Pact and publishing AI literacy practices on Europa.

Audit and measure

We support organisations in implementing governance frameworks aligned with ISO/IEC 42001, ensuring audit readiness. As members of the ISOQAR Associate Network, we help organisations move “from ambition to audit readiness,” building trust and competitive advantage.

Secure by design

We embed risk management throughout the AI lifecycle, ensuring that commercialised products remain within or below the high-risk category. This aligns strategic delivery with ISO/IEC 42001 and global AI regulations.

Privacy and compliance

We offer end-to-end EU AI Act compliance support, focusing on accountability and oversight. Our EU AI Act Resource Centre connects clients to authoritative guidance.

Testing

We work with clients to evaluate AI systems early, analysing functionality and assessing use cases to shape strategic decisions before deployment.

Review cycle

We help organisations implement structured, continuous oversight processes. Leveraging ISO/IEC 42001 ensures benefits are maximised and risks are controlled throughout the AI lifecycle.

Next Steps to Lead with Confidence

Anekanta® empowers boards to lead with confidence in an AI-driven future. Our CPD-certified training gives boards and senior leaders the clarity to navigate AI risk, regulation, and opportunity. We cover all aspects of AI strategy through to governance backed with actionable recommendations to support your innovative leadership journey.

Leadership focus	Purpose	Principles
Strategy	Define direction and leadership	1. Board accountability 4. Set high-level goals 9. Monitor regulation
Literacy	Build understanding at board level and internal capability	5. Data sources 6. Impact assessments 7. Training
Governance	Embed control and assurance mechanisms	2. Audit and measure 3. IRC 8. Privacy and compliance 10. Secure by design 11. Testing 12. Review cycle

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Equip your leadership team with the tools to master AI strategy:

Explaining AI: Build organisational fluency in AI concepts and systems.
Risks and Opportunities: Gain strategic insight into maximising return while managing risks in GenAI, high-risk AI, and biometrics.
Governance Principles: Implement frameworks aligned with ISO/IEC 42001 and global regulations.
Board Responsibilities: Achieve 6 CPD points and lead your AI strategy with confidence.

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Intellectual Property: © 2016–2026 Anekanta®. All rights reserved. Unless otherwise expressly stated, all materials published on this website, including the Anekanta® AI Governance Framework for Boards, the 12 Principles, and all AI risk and impact evaluation methodologies, software, models, diagrams, text and materials, are proprietary intellectual property of Anekanta®. No reproduction, adaptation, distribution, or commercial exploitation is permitted without prior written authorisation. No rights are granted other than those expressly stated. The Anekanta® AI Governance Framework and 12 Principles are developed, maintained and continuously enhanced as part of Anekanta®’s proprietary governance architecture.
Professional Disclaimer: The information provided on this website is for general informational purposes only and does not constitute legal, regulatory, financial or professional advice. Any reliance placed on the information is strictly at the user’s own risk. Professional advice should be sought in relation to specific circumstances through a formal engagement with Anekanta®.
Use of Generative AI: Generative AI tools may be utilised in research and drafting processes. All published materials are subject to substantive human review, professional judgment and oversight prior to release.

Key EU AI Act Deadlines
The EU AI Act – Regulation (EU) 2024/1689 – effective from 1 August 2024 and in application 2 August 2026.
Chapter I and II including AI Literacy and Prohibitions are in application 2 February 2025.
Chapter V GPAI requirements are in application 2 August 2025 (enforced 2 August 2026)
Find out about our EU AI Act pre-compliance services
Explore our EU AI Act Resource Centre