Diagnostic Tools
Board and executive diagnostics for AI readiness, decision accountability, cognitive advantage and human + AI performance.
Dr Kate Barker’s diagnostic tools provide boards, CEOs and executive teams with a decision-ready view of how AI is changing leadership capability, organisational performance, decision accountability and human advantage.
These tools are designed for senior leaders who need more than a technology assessment. They establish where AI is creating value, where accountability needs to be sharper, where leadership confidence is uneven and where human capability must be protected, strengthened or redesigned.
The diagnostic work sits at the intersection of AI adoption, leadership capability, organisational transformation and human + AI performance. It gives senior decision-makers a structured way to examine what is changing, what must remain accountable to human leadership and what the organisation can credibly do next.
The diagnostic suite
Two proprietary diagnostic tools sit at the centre of Dr Kate Barker’s advisory practice: the Board AI Index and the Executive Cognitive Advantage Index.
Together, they give boards and executive teams a sharper view of AI readiness, decision quality, cognitive agency, relationship capital and human + AI performance.
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Board AI Index
A board-level diagnostic for AI readiness, decision accountability and strategic oversight.
Explore the Board AI IndexThe Board AI Index assesses whether the board has the clarity, confidence and decision architecture required to oversee AI-enabled transformation.
It examines how well the board understands AI’s implications for strategy, risk, workforce capability, performance, reputation and accountability. It also assesses whether the board is asking the right questions, receiving the right information and governing AI at the right level without becoming operational.
This diagnostic is designed for chairs, boards, committees and executive teams preparing to scale AI, strengthen oversight or clarify accountability before AI moves deeper into the organisation.
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Executive Cognitive Advantage Index
An executive diagnostic for judgement, cognitive agency, relationship capital and human + AI performance.
Explore the Executive Cognitive Advantage IndexThe Executive Cognitive Advantage Index assesses the human capabilities senior leaders need as AI becomes more capable, persuasive and embedded in decision-making.
It examines judgement, cognitive agency, discernment, relationship capital, influence, executive alignment and human + AI decision performance. It gives CEOs and senior teams a sharper view of where AI strengthens leadership capability, and where over-reliance on intelligent systems may weaken the capabilities the organisation still needs most.
This diagnostic is designed for CEOs, CHROs, founders, executive committees and senior leadership teams operating in complex AI-enabled environments.
When to use these tools
Use the diagnostic tools when:
- AI adoption is accelerating faster than leadership confidence.
- The board is receiving AI updates but not sharper strategic insight.
- Executives are aligned in principle but uncertain in practice.
- Decision rights are unclear as AI begins to recommend, accelerate or automate work.
- AI pilots are becoming enterprise-wide programs.
- Leadership capability is being redesigned around intelligent systems.
- The organisation needs evidence of readiness, not sentiment.
- Human capability, judgement or relationship capital may be weakening as AI scales.
- The board or executive team is preparing for regulator, investor, employee or public scrutiny.
- Senior leaders need a clearer view of what AI should change, what must remain human and what requires stronger accountability.
What the diagnostic work establishes
The diagnostic process establishes a decision-ready picture of where the board or executive team stands now, where capability is strong and where leadership attention is required. The work can establish:
- The level of board or executive AI readiness.
- The quality of current AI reporting and decision materials.
- Where accountability is clear, blurred or missing.
- Where AI is creating measurable value.
- Where AI adoption is increasing activity without improving performance.
- Which human capabilities should be automated, augmented, protected or rebuilt.
- Where cognitive agency, judgement or challenge is weakening.
- Where executive alignment is genuine, fragmented or performative.
- Which questions the board or executive team should ask next.
- What should move in the next 90 days.
What clients receive
Depending on mandate and scope, the diagnostic process can include:
- Confidential discovery interviews.
- Board, CEO or executive team consultation.
- Review of board papers, AI reporting, transformation materials or decision cycles.
- Diagnostic scoring across defined dimensions.
- Heatmap of strengths, gaps and exposure areas.
- Decision-accountability map.
- Cognitive capability or board-readiness assessment.
- Written executive report.
- Board or executive briefing.
- Practical 90-day recommendations.
- Optional follow-up advisory support.
The output is not a generic scorecard. It is a board-ready or executive-ready view of the issues that matter most: decision quality, accountability, capability, performance and human advantage in the AI era.
Designed for senior decision-makers
The diagnostic tools are designed for:
- Boards and chairs
- CEOs and executive teams
- Government and sovereign entities
- CHROs and Chief Transformation Officers
- Chief AI Officers and digital leaders
- Risk, governance and strategy committees
- Founders and senior leadership teams
- Organisations scaling AI across complex systems
- Leaders preparing for board, regulator, employee or market scrutiny
Complementary Executive Leadership Development Diagnostic instruments
Where appropriate, Dr Kate may integrate established leadership, behavioural and organisational diagnostic instruments into executive advisory or transformation work.
These may include recognised tools such as Human Synergistics, Thomas International, The Leadership Circle and other executive leadership development diagnostics, depending on the mandate, audience, accreditation requirements and decision context.
These instruments are used selectively. They do not replace Dr Kate’s proprietary diagnostic tools. Instead, they can provide additional behavioural, leadership, cultural or team-level insight where the engagement requires a deeper evidence base.
Begin with a confidential diagnostic conversation.
For boards, CEOs and executive teams seeking a clearer view of AI readiness, decision accountability, cognitive advantage or human + AI performance, the diagnostic process begins with a confidential conversation.