Diagnostic Tools
DIAGNOSTIC TOOL · 01

Board AI Index

A board-level diagnostic for AI readiness, decision accountability and strategic oversight.

AI is no longer sitting at the edge of the organisation. It is moving into strategy, operating models, workforce capability, customer experience, risk, reporting, productivity and public trust. The Board AI Index is the board-level diagnostic built for that shift.

For boards, the question is no longer whether the organisation is using AI. The question is whether the board has the clarity, confidence and decision architecture to oversee AI as it becomes an enterprise condition.

The Board AI Index assesses the board’s readiness to lead, challenge and govern AI-enabled transformation without becoming operational.

It gives chairs, directors and executive committees a structured view of what the board understands, what it is not yet seeing and what must be clarified before AI scales further.

Definition · Board AI Index

The Board AI Index is Dr Kate Barker’s board-level diagnostic for assessing AI readiness, board confidence, decision accountability, reporting quality and human + AI performance oversight. It assesses whether boards are asking the right questions, receiving the right information and governing AI-enabled transformation at the right level.

WHAT IT MEASURES

What the Board AI Index measures

The Board AI Index assesses five core dimensions.

  1. Board AI Fluency

    How well the board understands the strategic, operational, human, reputational and performance implications of AI.

    This includes whether directors understand AI as more than a technology issue, and whether the board can distinguish AI activity from AI consequence.

  2. Decision Accountability

    Whether decision rights are clear as AI begins to recommend, accelerate or automate work and decisions.

    This dimension examines where human accountability sits, what should not be delegated and how leaders remain accountable when intelligent systems influence outcomes.

  3. Board Question Quality

    Whether the board is asking questions that reveal consequence, capability, value and exposure.

    This moves the board beyond generic questions about innovation, risk or adoption and toward sharper questions about performance, workforce capability, accountability and institutional confidence.

  4. AI Reporting and Oversight

    Whether board papers, pre-reads and dashboards provide meaningful insight into AI adoption, risk, performance and accountability.

    This dimension examines whether the board is receiving information that enables better oversight, or merely more information.

  5. Human + AI Performance Readiness

    Whether the organisation understands which human capabilities should be automated, augmented, protected or rebuilt as AI scales.

    This dimension examines whether AI adoption is strengthening performance or quietly eroding the capabilities the organisation still needs.

WHEN TO USE

When to use the Board AI Index

The Board AI Index is relevant when:

  • AI is moving faster than board confidence.
  • The board is receiving AI updates but not clearer strategic insight.
  • Directors are unsure what belongs in an AI board pre-read.
  • AI pilots are moving into enterprise-wide deployment.
  • The board wants stronger oversight without slowing the organisation down.
  • Decision rights are unclear across technology, risk, HR, strategy and operations.
  • AI adoption is changing workforce capability or operating model design.
  • The organisation is preparing for regulator, investor, employee or market scrutiny.
  • The board wants to know where AI creates value, where it creates exposure and what must remain accountable to human leadership.

WHAT THE BOARD RECEIVES

What the board receives

The diagnostic can include:

  • Board and executive interviews.
  • Review of board papers, AI reporting and decision materials.
  • Board AI Index score.
  • Heatmap across the five diagnostic dimensions.
  • Board question-quality assessment.
  • Decision-accountability map.
  • Review of AI pre-read and reporting expectations.
  • Recommendations for board oversight and reporting cadence.
  • 90-day board action priorities.
  • Confidential board briefing.

WHAT CHANGES

What changes after the diagnostic

After the Board AI Index, the board has:

  • A clearer view of where AI is creating strategic value.
  • Sharper questions for executives and committees.
  • Stronger language for decision rights and accountability.
  • Improved expectations for AI reporting and board pre-reads.
  • A practical view of where oversight should strengthen.
  • A clearer understanding of where human capability must remain explicit.
  • A board-ready set of next-step priorities.

BEST SUITED FOR

Best suited for

The Board AI Index is designed for:

  • Boards and chairs
  • Risk committees
  • Strategy committees
  • Nominating and governance committees
  • CEOs and executive committees
  • Government and sovereign boards
  • Regulated sectors
  • Organisations scaling AI at enterprise level
  • Boards preparing for AI-related scrutiny
FAQ

Questions, answered.

A short FAQ. For longer conversations, please write directly.

Is the Board AI Index an AI governance audit?

No. It is broader than a governance audit. It assesses AI readiness, board confidence, decision accountability, reporting quality, question quality and human + AI performance oversight.

Who should participate?

Typically the chair, selected board members, CEO, CHRO, Chief AI Officer, Chief Risk Officer or other senior leaders involved in AI adoption and enterprise transformation.

Is the output a score?

Yes, where appropriate. The score is one component of the diagnostic. The value also sits in the heatmap, interpretation, decision-accountability insights and practical recommendations.

Is this confidential?

Yes. The diagnostic is confidential and can be conducted under NDA where required.

GET IN TOUCH

Assess your board’s AI readiness.

For boards preparing to scale AI, strengthen oversight or clarify decision accountability, the Board AI Index begins with a confidential diagnostic conversation.

By appointment