This blog, written by Vivek Menon, Research Operations Director at G-Research, shares reflections from his experience as part of the inaugural cohort of the Board of Directors Programme at Cambridge Judge Business School. Drawing on discussions with faculty and peers, it explores how AI, regulation, and increasing information accessibility are reshaping the role of the independent director and raising expectations of modern governance.

How AI, regulation, and the information revolution are reshaping the non-executive role
These reflections have been shaped by my experience as part of the inaugural cohort of the Board of Directors Programme at Cambridge Judge Business School. Through discussions led by Programme Director Simon Learmont and a highly experienced faculty, alongside a diverse group of peers, I’ve had the opportunity to test many of these ideas against both academic perspectives and lived experience.
There’s a quiet shift happening in boardrooms — subtle, but significant.
AI tools can now review regulatory filings, analyse financial statements, monitor press coverage, track ESG metrics, and even synthesise employee sentiment — all in a fraction of the time it once took. Tasks that previously required teams of advisers can now be supported, at least in part, by well-designed prompts and connected data sources.
That shift has implications for the independent director or Non-Executive Director (more commonly referred to as NED in the UK)
When information was expensive
For many years, the NED role has rested on an implicit understanding. You attend a series of meetings each year, prepare carefully, ask thoughtful questions, and contribute experience and perspective. In return, you receive a fee, professional standing, and the opportunity to shape governance at a strategic level.
Information asymmetry between executives and non-executives was always part of that model. NEDs were, by design, a step removed from day-to-day operations. They relied on management reporting and board packs to understand what was happening inside the organisation. That distance was recognised — and largely accepted.
When problems emerged, it was often reasonable for a director to say they had relied on the information presented and the assurances given.
That context is evolving.
When information becomes accessible
One of the more interesting themes explored during the programme is how governance expectations tend to evolve not in step changes, but through gradual reinterpretation of what “good” looks like in practice. Faculty sessions highlighted how legal and regulatory frameworks rarely move as fast as technology, but expectations of director behaviour often do.
In that context, the availability of AI-enabled analysis doesn’t just improve efficiency — it subtly raises the baseline of what constitutes reasonable diligence.
If public records, regulatory actions, tribunal outcomes, sentiment data, and media archives can be reviewed quickly and at low cost, expectations begin to shift.
The legal standard has long been framed around what a “reasonably diligent person” would do. As the tools available to support diligence improve, it’s likely that interpretations of reasonable diligence will evolve as well. Regulators and courts tend to adjust expectations over time, especially as new capabilities become mainstream.
Recent legislative developments — from the Senior Managers and Certification Regime to the Economic Crime and Corporate Transparency Act and sector-specific reforms — suggest a broader trend toward clearer personal accountability in governance roles.
The direction of travel appears consistent: expectations are rising.
The modern NED paradox
This tension between distance and accountability was a recurring topic in our cohort discussions. Many participants brought current board experience across sectors, and a consistent theme emerged: while access to data has increased, proximity to organisational reality has, in some ways, decreased.
What became clear through these exchanges is that effective oversight increasingly depends not just on information access, but on how deliberately directors choose to bridge that distance — through questions, triangulation, and judgement.
At the same time, the operating environment has changed.
Hybrid working, geographically dispersed operations, and digital-first business models mean many NEDs are physically further from the front line than in previous decades. Organisational culture can be harder to observe directly. Informal signals are easier to miss.
Yet personal accountability has not diminished. Directors continue to face regulatory scrutiny, reputational exposure, and, in certain circumstances, personal liability.
This creates a tension: greater distance from daily operations, alongside heightened expectations for oversight.
It’s not necessarily a broken model — but it may be one that requires recalibration.
The rarely discussed risk–return balance
There is also a practical consideration that deserves more open discussion.
A typical FTSE 250 NED fee may sit in the £30,000–£70,000 range. For that, a director commits time, reputation, and legal responsibility. The role is intellectually rewarding and professionally meaningful — but it also carries exposure under company law, potential regulatory investigation, and reputational risk.
Executives, by contrast, usually have deeper operational insight, larger teams, and greater direct control over outcomes — alongside materially higher compensation.
This isn’t to suggest the NED role is unattractive. Many pursue it for precisely the right reasons: contribution, challenge, and stewardship. But the risk–return balance is rarely examined explicitly, and perhaps it should be.
Structural patterns in appointments
The programme also prompted reflection on board composition. One of the more valuable aspects of the Cambridge experience has been exposure to a cohort with varied professional backgrounds — finance, technology, health care, public sector, and beyond.
That diversity of perspective is not always fully reflected in boardrooms today, and it reinforced the idea that future governance effectiveness may depend as much on cognitive diversity as on traditional measures of experience.
Board appointments still tend to flow through established personal networks and executive search channels. Progress on diversity — in background, thought, and experience — is visible, but gradual. Many boards continue to draw from familiar corporate pathways.
That familiarity brings advantages: experience, credibility, and shared language. It can also create shared blind spots.
At a time when businesses are becoming more technologically complex and socially scrutinised, there may be value in broadening the range of perspectives around the table — particularly those comfortable with Data, AI, Cyber and Digital risk.
It’s also worth acknowledging that executive success does not automatically translate into effective non-executive contribution. The shift from decision-maker to challenger requires a different mindset. Some make that transition seamlessly. Others find it more nuanced.
An analogue structure in a digital world?
While businesses are embracing AI and real-time analytics, board processes often evolve more slowly. Governance codes update periodically; board composition shifts incrementally.
There’s nothing inherently wrong with deliberate change — stability has value. But the contrast between the speed of operational transformation and the pace of governance reform is becoming more noticeable.
NED’s increasingly sit at the intersection of these two worlds.
Calibrated scepticism
If information is becoming abundant, the scarce resource may be judgment.
The directors likely to thrive in this environment may not be those who simply consume more data, but those who practise what might be called calibrated scepticism.
Not cynicism. Not blind trust.
But the disciplined habit of asking:
- What might we be missing?
- What assumptions are embedded here?
- If this narrative were incomplete, what signals would we expect to see?
That might involve cross-referencing internal engagement data with external employee reviews.
Noticing patterns in litigation provisions. Requesting clarity on insurance wording rather than headline limits.
These aren’t acts of distrust — they are expressions of stewardship.
Evolving the NED role
The traditional image of a respected figure attending quarterly meetings and offering periodic wisdom may no longer capture the full demands of the role.
Future NED’s may need to be:
- More proactive investigators — supplementing board materials with independent, technology-enabled research.
- More skilled questioners — focusing on substance rather than performative challenge.
- More sophisticated risk thinkers — considering second- and third-order effects that don’t always appear neatly on a risk register.
- More comfortable dissenters — prepared, when necessary, to document concerns clearly and constructively.
- More reflective portfolio managers — understanding how multiple board roles interact in terms of time, sector exposure, and reputational risk.
This is less about working harder and more about working differently.
Reflections from the Cambridge programme
A consistent takeaway from the programme has been that the NED role is less about static best practice and more about evolving judgement.
Faculty emphasised that governance is ultimately a human system — shaped by incentives, behaviours, and the willingness to challenge constructively. Tools and frameworks matter, but they do not replace the need for directors to exercise independent thinking.
Perhaps most valuable has been the opportunity to step back and examine the role itself: not just what NEDs do, but how they prepare, how they calibrate their involvement, and how they remain effective as the context shifts.
That reflective space is increasingly important in a role that is often performed alongside other professional commitments.
The opportunity
None of this diminishes the importance of the independent director. If anything, it elevates it.
Boards are operating in more complex, regulated, and scrutinised environments than ever before. Organisations need directors who combine experience with curiosity, authority with humility, and confidence with thoughtful challenge.
The role is not becoming obsolete. It is becoming more demanding — and arguably more meaningful.
Why this matters
This isn’t an argument that the NED model is broken. It’s a reflection that the environment around it is changing quickly.
High-quality independent directors remain one of the most effective checks and balances in modern organisations. When they operate well, governance strengthens, strategy sharpens, and risk is better understood.
But expectations are shifting. Tools are evolving. Accountability is tightening. And the mindset required may need to evolve alongside them.
The directors I most respect share a quiet but consistent trait: a willingness to pause, to question, and to express discomfort when something doesn’t sit right — even if consensus is leaning the other way.
In a world increasingly shaped by AI-generated insight and accelerating information flows, that human capacity for thoughtful, calibrated scepticism may be more valuable than ever.
If there is one thing the Cambridge programme has reinforced, it is that the future of the NED role will not be defined solely by regulation or technology, but by how individual directors choose to interpret and respond to a changing environment. The real question is whether our governance structures, appointment processes, and preparation pathways are evolving quickly enough to support it.
That may well be one of the defining boardroom conversations of this decade.

Note on the author
Vivek Menon is Research Operations Director at G-Research, a quantitative research and technology firm based in the United Kingdom. He has over 35 years of experience in global financial services and research operations, including senior executive roles in banking and governance across Europe and Asia. His interests focus on governance, psychological safety, and the organisational conditions that shape voice, silence, and long-term performance.
He is a member of the inaugural cohort of the Board of Directors Programme at Cambridge Judge Business School. He also developed the Board Career Framework (tonedornot.co.uk), a practical tool designed to support both aspiring and experienced independent directors in thinking more deliberately about board readiness and development.
The views expressed here are his own and are not written on behalf of any organisation.



