Skip to content

09Industry

Global Capability Centres (GCCs)

This is the sector closest to my own operating history. I led Business Excellence across a global delivery operation — 500+ clients, 2,000+ teams and USD 750M+ in media spend, for brands including Disney, Samsung, Adobe and P&G — proving quality from India to stakeholders who were never in the room. A GCC’s daily reality is the one I have worked in for years.

A global capability centre lives with an asymmetry no onshore team faces: the parent remembers the one error longer than the thousand clean deliveries. Distance amplifies doubt. When something slips in the centre, it does not land at HQ as an operational incident — it lands as evidence in a quiet, permanent argument about whether the work should ever have moved. That is why asserted quality is never enough for a GCC. "Our teams are strong and our clients are happy" is an answer that works in the hallway and fails in the quarterly review. What holds is proof: a defined standard, scored consistently, with coverage the parent could audit tomorrow morning — quality as evidence, not confidence.

Inside the centre, the operational picture has its own strains. SLAs have sprawled — negotiated function by function over years, with each internal client carrying its own definitions, its own escalation habits and its own version of what the centre owes it — so performance cannot be honestly compared, and the centre is permanently exposed to whichever stakeholder shouts loudest. The commercial framing is the deeper risk: a centre justified on cost arbitrage is renegotiated every budget cycle, because a cheaper alternative can always be imagined. And the leadership question compounds quietly — the operating standard often lives in two or three exceptional managers, which means the centre’s credibility is one resignation away from a difficult conversation with the parent.

This is the work I know from the inside. At Publicis Groupe I led Business Excellence across a global delivery operation of 500+ clients, more than 2,000 teams and USD 750M+ in media spend — for brands including Disney, Samsung, Adobe and P&G — the same structural position a GCC occupies: critical work, delivered at distance, held to the standard of a parent that has alternatives. The disciplines that earn trust in that position are the ones I install: quality lifted from 95% to 99% across more than 2,000 campaigns and 450 clients, staged QA that protected more than USD 20 million in billings at a global advertising network, and reporting a sceptical stakeholder can reconcile rather than merely read.

What tends to break

  • Quality is asserted to the parent, not proven — and one visible error outweighs a thousand clean deliveries.
  • SLAs sprawl across internal clients, each with its own definitions and expectations.
  • The centre is justified on cost arbitrage — which makes it permanently renegotiable.
  • The operating standard lives in a few key managers, not in a leadership pipeline.

How I help

  • Build a quality standard the parent could audit tomorrow — scored, comparable, provable.
  • Rationalise SLAs into one governed framework across every internal client.
  • Shift the centre’s case from rates to capability, backed by operational evidence.
  • Develop the next leadership layer by giving them a governed system to run.

Sound familiar?

01

When HQ asks how quality is proven, the answer is a deck, not a system.

02

Every budget cycle quietly reopens the case for the centre’s existence.

03

Two or three managers hold the standard — and everyone knows it.

Proof in this sector

95% → 99%

Lifting quality from 95% to 99% across 2,000+ campaigns

Read the case

The fit

Business Excellence & Quality Audits

A clear, evidenced read on how good your operation really is — and where it will break.

In depth

The operating detail for this sector.

The burden of proof always sits with the centre

It is not fair, but it is the operating reality: a GCC is judged by a harsher standard than the teams it took the work from. An error onshore is an incident; the same error offshore becomes an argument about the model itself. Complaining about the asymmetry changes nothing — building for it changes everything. The centres that thrive treat proof as a product they ship alongside the work: a quality standard defined precisely enough to score, scored consistently enough to trend, and documented thoroughly enough that an auditor from HQ could walk the evidence without a translator. When the parent can see coverage rather than take assurances, the burden of proof stops being a threat and becomes the centre’s strongest asset — because most internal alternatives cannot prove anything at all.

Forty internal clients, one governed SLA framework

A mature GCC serves dozens of internal clients, and its SLA estate usually shows the archaeology: each function negotiated its own terms in its own year, with its own definitions of turnaround, quality and escalation. The result is an operation that can be performing well in aggregate while losing every individual argument — because no two clients measure it the same way, and the centre cannot produce one comparable view of its own performance. The repair is rationalisation: a single SLA framework with shared definitions and tiers, negotiated once and applied consistently; measurement that reconciles across clients so the centre sees its whole book the way leadership needs to; and leading indicators — queue depth, first-pass yield — that surface risk before a breach, not after. Governed this way, SLAs become the centre’s evidence rather than its exposure.

Beyond cost arbitrage: climbing the maturity ladder

A centre sold on rates is bought on rates, and it can be undercut on rates — by another location, another vendor, another automation business case. The durable position is capability: owning processes end to end, improving them measurably year over year, and eventually contributing operating improvements the parent adopts globally. That climb does not happen by aspiration; each rung needs operational evidence. Prove quality at volume and the centre earns process ownership. Prove process ownership and it earns transformation work. Prove transformation and the conversation changes permanently — the centre stops defending its cost and starts compounding its value. I have watched this logic play out at global delivery scale: the operation that can demonstrate its standard is the one that gets given more, while the one that merely asserts it stays a line item in someone’s savings target.

A scorecard that travels across time zones

Trust decays over distance unless a system carries it. The parent is eight hours away; it experiences the centre through reports, and if those reports arrive as each team’s own spreadsheet — definitions drifting, numbers that fail to reconcile with what a business unit sees locally — every review becomes an audit and every anomaly becomes a suspicion. The repair is a single reconciled operating view: metrics defined once, sourced from named systems, aggregated so the centre’s leadership and the parent’s stakeholders are reading the same truth at the same time. This is the discipline that moved an operation from 95% to 99% across more than 2,000 campaigns and 450 clients — the score was trusted because the measurement was consistent, and the measurement was consistent because it was governed. A number HQ can reconcile is worth ten presentations it cannot.

The leadership pipeline is an operating-model problem

Most GCCs have a version of the same quiet risk: the operating standard lives in two or three exceptional managers who grew with the centre, and everyone senses that if they left, the parent would feel it within a quarter. Hiring more managers does not fix this, because the standard was never written down — it is carried, personally. The fix is to move the standard out of people and into a system, then develop the next layer by giving them that system to run: documented processes with named owners, a governance cadence they chair rather than attend, quality reviews they conduct against an explicit standard. Capability grows fastest in people handed real machinery and real accountability. The centre gains twice — the standard survives any single resignation, and it can finally show the parent a leadership bench rather than a key-person risk.

When a GCC does not need this — and what I don’t do

Honesty about scope serves everyone. I do not do location strategy, entity setup or the build-versus-buy feasibility work that precedes a centre — by the time I add value, the GCC exists, runs real volume and answers to a parent. Nor am I a workforce vendor or a technology integrator. And a small, single-function centre with a healthy parent relationship may genuinely not need this yet; a governance layer built for forty internal clients would be over-engineering for four, and I would say so. Where the work earns its keep is the scaled centre whose ambitions have outgrown its evidence: quality asserted but not provable, SLAs sprawling, the cost-arbitrage case wearing thin, the standard resting on a few irreplaceable people. That centre does not need more effort. It needs the system that makes its effort visible.

Questions

Common questions.

By replacing assertion with evidence. That means a quality standard defined precisely enough to score, applied consistently across teams and internal clients, and documented so coverage is demonstrable on request — what was inspected, how it was scored, what the trend is. When the parent can reconcile the centre’s numbers with what its own business units experience, reviews stop being audits. The deeper shift is positional: a centre that can prove its standard tomorrow morning holds an asset most internal alternatives cannot match, and the burden of proof it carries becomes the strongest argument for giving it more.

Rationalise them into one governed framework rather than renegotiating them one by one. The work is to define shared measures — turnaround, quality, escalation — once, with service tiers where clients genuinely differ; migrate existing agreements onto the framework; and build measurement that reconciles across the whole book so the centre finally sees its performance the way leadership needs to. Add leading indicators such as queue depth and first-pass yield so risk surfaces before a breach rather than after. The sprawl took years to accrete, but the framework does not: definitions and reconciled measurement come first, and the difficult renegotiations follow with evidence in hand.

Rung by rung, with evidence at every step. A centre justified on rates is permanently renegotiable, because a cheaper alternative can always be modelled. The escape is capability: first prove quality at volume with a scored, auditable standard; that earns end-to-end process ownership; measurable improvement of owned processes earns transformation work; and a centre contributing improvements the parent adopts globally has left the rates conversation for good. None of the rungs can be skipped and none can be claimed — each must be demonstrated operationally. The maturity story is built from proof, which is exactly why it holds when procurement comes asking.

This is the sector nearest my own history. At Publicis Groupe I led Business Excellence across a global delivery operation — 500+ clients, more than 2,000 teams, USD 750M+ in media spend, for brands including Disney, Samsung, Adobe and P&G — the same structural position a GCC holds: critical work delivered at distance, proven continuously to stakeholders with alternatives. The results I bring as method, not anecdote: quality from 95% to 99% across more than 2,000 campaigns and 450 clients, and staged QA that protected more than USD 20 million in billings at a global advertising network. XLRI-trained, Lean Six Sigma Green Belt, 19 years in.

Because distance amplifies doubt. An error onshore is treated as an incident; the same error from the centre becomes evidence in a standing argument about whether the work should have moved at all. It is asymmetric and it is not going to change — so the answer is to build for it. Prevention first: quality designed into the flow so fewer defects reach the parent. Then proof: a scored standard and reconciled reporting that place the error in honest context — one defect against a measured, visible record. A mistake inside a provable system is an exception; the same mistake inside asserted quality is a pattern.

By giving the next layer real machinery to run, not courses to attend. Move the operating standard out of your two or three exceptional managers and into documented processes, explicit quality definitions and a governance cadence — then hand pieces of that system to emerging leaders as genuine ownership: they chair the reviews, hold the numbers, defend the standard. Capability compounds fastest under real accountability on a well-designed system, because the system catches what inexperience misses while judgement develops. The centre gains a bench it can show the parent, and the standard stops being one resignation away from crisis.

Established and scaling centres. The setup phase — location strategy, entity structure, the feasibility case — is specialist work I do not do, and I would rather say so than stretch. My work begins once a centre exists, runs meaningful volume and answers to a parent: that is when quality must become provable, SLAs need governing, the maturity case needs building and the leadership bench needs developing. A young centre approaching that threshold benefits from installing the standard early, before bad habits accrete — but the centre, and the operating reality, have to exist first.

Usually three things the internal team cannot easily create for itself. A standard with independent authority — an excellence function that reports into delivery ends up marking its own homework, and HQ knows it. A view across the whole book — internal teams typically inspect within silos, so systemic defects recurring across many internal clients read as unrelated incidents. And governance that turns findings into design changes rather than reports. The aim is not to replace your team but to hand them a sharper system: I install the standard, the reconciled measurement and the cadence; they run it — with more credibility in front of the parent than they had before.