The GCC Capability Maturity Framework (Part 5 of 5)

The GCC Capability Maturity Framework (Part 5 of 5 – A series on the conversations shaping the future of GCC leadership)

The fourth conversation: The measurement criteria for GCC success have fundamentally changed – and most organisations are still assessing themselves against the wrong ones

There is a problem at the centre of most GCC leadership conversations that rarely gets named directly.

Everyone is talking about what GCCs and their leaders need to become. Very few are providing a rigorous, honest way to assess where they currently are. And almost nobody is asking the prior question – the one that makes everything else possible: are we even measuring the right things?

Because here is what is happening across the ecosystem. GCCs are being evaluated – by HQ, by boards, by the leaders themselves – against criteria that were designed for a different era. Cost savings. SLA compliance. Headcount productivity. Delivery quality. These were the right measures for the GCC that was built to execute efficiently. They are the wrong measures for the GCC that is being asked to innovate, influence and lead strategically.

Measuring a future-ready GCC against legacy criteria is like assessing a surgeon on how quickly they fill out paperwork. The metric is not wrong in isolation. It is simply measuring the wrong thing for the role being performed.

The conversation the ecosystem needs to have – honestly, specifically, with the willingness to make some existing dashboards uncomfortable – is about what should be measured now, and what that measurement reveals about where the real gaps are.

What has changed – and why the old measures no longer suffice

The original GCC value proposition was built on three pillars: cost arbitrage, talent availability, and delivery reliability. The measures that supported it were logical extensions of those pillars. How much cost was saved. How many people were deployed. How consistently commitments were met.

Those measures did their job. They created accountability for the mandate that existed. The problem is that the mandate has changed – structurally, not incrementally – and the measures have not kept pace.

NASSCOM’s GCC Value Orbit report is unambiguous: GCC relevance is now defined by speed of innovation, decision influence within the parent enterprise, and IP creation. Deloitte’s research shows that GCCs transitioning to product lifecycle management grow 3x faster than those remaining in delivery mode. Only 23% of GCCs currently score above 80 on innovation – which means 77% are being asked to deliver a value proposition their current operating model is not yet designed to produce.

AI has accelerated this misalignment in a specific way. The work that efficiency metrics were designed to measure – transactional, process-driven, volume-based – is precisely the work AI is absorbing. As that work diminishes, the metrics that measured it become less meaningful. What replaces them are harder to quantify, more qualitative, and more consequential. The quality of judgment exercised. The degree of enterprise influence achieved. The depth of human capability developed. The value of innovation generated.

These are not unmeasurable. They are simply measured differently – and most GCC governance frameworks have not yet made the transition.

What future-readiness actually looks like – at the organisational level

A future-ready GCC is not defined by its size, its technology stack, or the sophistication of its AI adoption programme. It is defined by what it contributes to the enterprise – and whether that contribution is genuinely irreplaceable.

The organisations that are furthest along this journey share a set of characteristics that are visible and specific. Their mandate is explicitly strategic – co-ownership of business outcomes, not just delivery of operational commitments. Their innovation is systematic – R&D investment, AI centres of excellence, startup ecosystem partnerships that produce patents and products, not just pilots. Their leadership profile is enterprise-facing – leaders who shape global decisions from India, not leaders who execute decisions made elsewhere. And their value is measured by what they create, not just what they save.

The organisations that are furthest behind share an equally specific set of characteristics. Their mandate is primarily execution-focused – SLA compliance, cost management, headcount optimisation. Their innovation is ad hoc – pockets of experimentation that are not resourced, not systematic, and not connected to enterprise outcomes. Their leaders are strong operational managers who are trusted to deliver but not yet consulted for judgment. And their value is still being measured in the currency of the previous era.

Most GCCs sit somewhere between these two portraits. The honest question is not which end of the spectrum describes them perfectly – it is which direction they are moving, and how deliberately.

What future-readiness actually looks like – at the leadership level

The organisational maturity question and the leadership maturity question are inseparable. A GCC cannot be more future-ready than the leader inside it – because the leader’s identity, habits and operating mode determine what the organisation is capable of becoming.

The future-ready GCC leader is not someone who has completed a leadership programme or adopted the right vocabulary. They are someone who is operating – visibly, consistently, under pressure – across four specific dimensions.

They exercise enterprise judgment above the data. They make consequential calls in genuinely ambiguous situations. They govern AI systems with the understanding that some decisions cannot be delegated to an algorithm. They contribute a strategic perspective to HQ conversations without waiting to be invited.

They shape enterprise direction rather than reporting into it. Their relationships with global stakeholders are consultative, not just responsive. They are present in the conversations where direction is set – not just the conversations where direction is communicated.

They invest genuinely in growing the people around them. Not managing performance – building capability. Creating the conditions for the next generation of GCC leaders to develop deliberately, not by accident.

They create real permission for experimentation. Not in aspiration – in practice. Imperfect ideas are welcomed before they are evaluated. Persistent problems are reframed as design challenges. Innovation is connected explicitly to enterprise outcomes.

The distance between where most GCC leaders currently sit and where this portrait describes is the leadership gap. It is specific. It is closeable. And it requires honest assessment before it can be addressed.

The new measurement criteria – what should replace the old ones

If cost savings, SLA compliance and headcount productivity are the wrong primary measures for the future-ready GCC, what should replace them?

At the organisational level, the new measurement criteria centre on four things.

• Strategic contribution – what decisions has the GCC influenced in the last 12 months that it did not influence the year before?
• Innovation output – how many experiments were initiated, how many patents filed, how many products owned, how many AI models deployed that generated enterprise value?
• Talent trajectory – is the capability profile of the workforce moving toward expertise density and away from transactional volume?
• And ecosystem maturity – how many meaningful partnerships with academia, startups and industry bodies is the GCC actively managing?

At the leadership level, the measurement criteria need to become equally specific.

• For Enterprise Judgment – what is the quality and frequency of decisions made independently versus escalated?
• For Directional Influence – are HQ relationships consultative or merely responsive, and is the leader initiating strategic conversations or only attending them?
• For Growth of Others – what is the succession depth, and are people in the organisation growing in capability or merely performing in role?
• For Experimentation for Value – how many experiments were initiated by the leader versus inherited, and does the team’s behaviour suggest that imperfect ideas are genuinely welcomed?

These are not soft indicators. They are observable, trackable, and – importantly – they create accountability for the right things. The leader who knows they will be assessed on decision influence and succession depth will behave differently than the leader who knows they will be assessed on SLA performance and headcount utilisation.

Having the honest conversation

The gap analysis that follows from these new criteria is not a comfortable exercise. It requires GCC leaders to assess themselves against standards that most of them have not been explicitly developed for. It requires HQ and GCC leadership to have explicit conversations about leadership maturity expectations that most governance frameworks do not currently create space for. And it requires L&D investments to be redirected toward the specific gaps the assessment reveals – rather than the generic leadership programmes that fill calendars without closing gaps.

The leaders who do this assessment honestly – who name the gap without defensiveness and make a specific commitment to close it – are the ones who will lead the next chapter of GCC evolution. The ones who avoid it will find the gap named for them, in a conversation they did not see coming.

The starting point is simpler than it sounds. One honest question, asked in the right room, with the right people present: against the new criteria – strategic contribution, innovation output, talent trajectory, ecosystem maturity – where are we actually, and where do we need to be in 18 months?

That question, asked with genuine intent and followed with genuine action, is where the capability maturity conversation begins.

What the four conversations have in common

This is the final piece in the series. And looking across all four conversations, what strikes me is how much they share beneath the surface.

Each one is ultimately about the gap between where the GCC ecosystem currently is and where the new era requires it to be. Each one is about the discomfort of naming that gap honestly rather than managing it with reassuring language. And each one places the leader – not the organisation, not the technology, not the strategy – at the centre of what needs to change.

The GCC leader in the AI era. The talent agenda. The new value proposition. The capability maturity question. These are not four separate problems. They are one problem, seen from four different vantage points.

The leader who engages with all four – honestly, specifically, with a genuine commitment to action – is the leader the next chapter of GCC evolution is waiting for.

This is the final piece in a 5-part series on the conversations shaping the future of GCC leadership. The full series is available at rohitrchowdhry.com

Rohit R Chowdhry is a GCC Leadership and Talent Advisor, Executive Coach and Author. He works with GCC leaders and CHROs on leadership evolution and talent capability for AI-era transformation. His work can be found at rohitrchowdhry.com

If you would like Rohit to share these perspectives with your leadership team – as a keynote, a roundtable conversation, or an advisory session – write to [email protected]