ChatGCC: The GCC Advantage, From Cost Arbitrage to Strategic Capability
- 2 days ago
- 32 min read
Executive Perspectives. Global Strategy. — Episode 3
Hosted by Patricia Connolly and Aditya Jayaraman
Backed by SMC Squared and Hexaware
Key Takeaways
GCCs began as "captive centers" roughly twenty years ago — low-cost hubs for commodity work. Connolly, working with colleagues at Gartner, helped rename the model "global insourcing centers," which evolved into today's "global capability centers."
A GCC is a company-owned strategic extension of the parent — the cabin you own at Lake Tahoe versus the hotel you book. Ownership brings emotional connection and responsibility; the hotel is a transaction with a service level.
Three tells reveal which model you're really running: how employees talk (careers and outcomes vs. projects and deputations), what leadership conversations sound like (roadmaps vs. SLAs and penalties), and how fast decisions get made locally.
Once companies experience a global team, over 90% convert an underperforming ODC into a GCC rather than insourcing the work back home. Fossil replaced a 300-person vendor team with a 180-person GCC that outperformed it — in eighteen months.
Culture must be planned, not left to create itself — and the transfer rate is the end KPI. Ecolab Digital Center transitioned its full team of roughly 1,500 people to the parent and has grown to about 2,500.
What Exactly Is a GCC?
After two episodes in more advanced territory — including a hard look at why GCCs struggle and how to avoid failure — Connolly and Jayaraman step back to answer the question: what exactly is a global capability center? The answer turns out to be the story of how an entire industry moved from cost arbitrage to strategic capability and why the distinction between a GCC and an offshore delivery center (ODC) changes everything downstream: the talent you attract, the culture you build, and the work you actually get done.
From Captive Center to Capability Center
Twenty years ago, nobody said "GCC." Companies called them captive centers: low-cost, process-oriented operations built to absorb commodity work — testing, support services — shifted out of large vendor contracts.
Appropriate for the time, Connolly says, but the framing never sat right with her. "The whole idea of what a captive center was, and even the terminology, was something I just didn't like." When she started SMC, she set out to rename the model entirely — working with colleagues at Gartner to coin the term global insourcing centers, which later evolved into the global capability centers the market knows today. The rebrand wasn't cosmetic: she wanted a more value-oriented model and "a more respectful term for the people that were involved."
That evolution in name tracks an evolution in purpose. Today's GCCs are defined by ownership, by their relationship to the parent company, and above all by strategic value — not transactional positioning.
"GCCs by design are created to be very fast and agile — essentially they're providing the jet fuel for critical initiatives like modernization, go-to-market goals, and now, of course, AI integration." — Patricia Connolly
Jayaraman, who came up through the startup ecosystem, immediately recognized the framing: it's exactly how Bay Area startups view India today — jet fuel for product building, UX design, go-to-market, and scaling back-office functions.
The Cabin and the Hotel
To draw the line between a GCC and an ODC, Jayaraman offers an analogy. Imagine you live in the Bay Area and ski Lake Tahoe every season. You have two options: stay at the same hotel each trip, or buy your own cabin. The cabin is an extension of your home — the same wine collection, the same furniture, the same feel. It comes with an emotional connection, and with responsibilities: the mortgage, the taxes, the upkeep. The hotel, however familiar, is a transaction. You expect a level of service, nothing more.
A GCC is the cabin. An ODC is the hotel.
Connolly extends the point: a GCC is a strategic extension of the parent company — its culture, its people, its mission. "It's how people look at working together. It's about the brand. It's about really getting on board with the same set of objectives," she says. "It's a soft, qualitative thing as much as a quantitative thing."
Structurally, the differences show up in three places. First, ownership: GCCs are designed to be owned by the company, not controlled by a third party — these aren't contractors working for you, they are your team, and that ownership extends to the trajectory of your IP and the development of your talent. Second, defining success: Connolly asks every company the same question early — what does success look like? Not just "capture X cost savings," but where are we going, what value are we building, who is accountable for what, and how will we know when we've arrived. Third, one team: the working relationship between headquarters and the GCC is built into the framework from the first communications forward, with the GCC buying in on mission, vision, values, and objectives.
What the Difference Looks Like in Practice
The clearest illustration is Fossil, the Dallas-based international fashion brand. Fossil had handed IT largely to a large global services vendor — a team of roughly 300 — and after a few years felt they had lost control and lost the vision. The billables kept climbing while creativity and working relationships stalled. "The price tag was going up, but the car wasn't driving as well," Connolly says. Over eighteen months, SMC systematically replaced everything the incumbent was doing — standing up a GCC team of 180 people that not only outperformed the 300 contractors it replaced, but did far more for Fossil. Zero to sixty, back to that jet fuel.
And when an ODC isn't working, going backward is rare. Once companies have tasted what a global team can do, over 90% of the time they convert the ODC into a GCC rather than insource the work back home. As Connolly puts it, reflecting on Fossil: "It isn't about the talent not being sufficient in some way. It's totally about the operating model."
Jayaraman offers three tells for which model you're actually running, whatever the sign on the door says.
How employees talk: in a GCC, people talk about careers and outcomes — "my team is helping release version 2.3 of this product this quarter" — while in an ODC they talk about projects and deputations.
What leadership conversations sound like: GCC leadership asks what outcomes we're driving this quarter and whether we have the capability for next year's roadmap; ODC leadership asks how the SLAs are looking and what the penalties will be.
And how fast decisions get made: a GCC sees recurring P1 tickets and decides to modernize the application; an ODC notes the tickets are still within SLA and keeps an eye on it.
"The label says GCC, but the wiring is still vendor. That's exactly why we're seeing more and more companies rethink their GCC model — they want their wiring to actually match the label." — Aditya Jayaraman
Why Culture Must Be Planned
The back half of the conversation returns to the two dimensions that resonated most with listeners after the last episode: culture and talent.
"If you don't plan the culture, the culture will just create itself — and sometimes that's not exactly what you're intending." — Patricia Connolly
Companies spend enormous time and money building brand identity, Connolly notes, and that identity has to transcend into the GCC from the very beginning — through a deliberate communication plan. The champion of the GCC articulates the why from the top, to the GCC and to home-location employees alike, so the new center and the existing organization are "fully married together." Every candidate interviewing for a GCC role should hear the employee value proposition and the vision before they join. And team leaders can't just articulate the plan — they have to live it, through town halls, celebrations, and recognition. Jayaraman compresses it into a formula: inform people, involve them, and through that, inspire them.
The proof case is Ecolab. Its Ecolab Digital Center — now a mature GCC of roughly 2,500 team members — was built with culture designed in from day one, driven by a CIO with strong vision and a deep value for the people component. When the build-operate-transfer moment came, the full team SMC had attracted — roughly 1,500 people — transitioned to the parent organization.
Talent, and the Ultimate KPI
That number matters, because it points to what Connolly calls the end KPI of the whole model: the transfer rate. Retention and talent development get tracked along the way, but whether people actually move to the parent company — and want to — is the clearest measure that the GCC delivered on its promise.
It's also why talent is the sharpest lens on the whole GCC-versus-ODC question. India's best candidates weigh GCCs against startups and service providers, and they're asking three things: What do I get to work on? How close am I to decision-making? Am I building something meaningful? The old allure of big-name employers has faded — which means even lesser-known brands can win top talent if they lead with culture, ownership, and impact. Candidates, Jayaraman notes, are actively vetting GCCs to make sure they're not "ODCs in disguise." How talent responds, he concludes, is one of the clearest signals of whether a GCC is actually delivering on its promised path.
If you're mapping out your own GCC strategy, listen to the series from the beginning — and follow ChatGCC so you don't miss what comes next.
Rethinking your own GCC strategy? Talk to the team at SMC Squared.
Frequently Asked Questions
What is a global capability center (GCC)? A GCC is a company-owned center that operates as a strategic extension of the parent organization. Unlike transactional outsourcing, a GCC shares the parent's culture, mission, and objectives, owns capabilities and IP, and provides the jet fuel for initiatives like modernization, go-to-market acceleration, and AI integration.
How is a GCC different from an offshore delivery center (ODC)? Ownership and intent. An ODC is a contractor-based, vendor-controlled arrangement focused on executing defined tasks against SLAs, driven primarily by cost. A GCC is owned by the company: its people are the company's team, conversations center on outcomes and roadmaps rather than tickets and penalties, and decisions are made locally and quickly.
Can an ODC be converted into a GCC? Yes — and it's the dominant path. Over 90% of the time, companies convert an underperforming ODC into a GCC rather than insourcing the work back home. Fossil made this shift in eighteen months, replacing a 300-person contractor team with a 180-person GCC that outperformed it.
Why does culture matter so much in a GCC? If culture isn't intentionally planned, it creates itself — often not as intended. Successful GCCs extend the parent's brand, values, and mission from the first hire through a deliberate communication plan, so employees feel like a valued part of the parent company rather than contractors.
How is GCC success measured in a build-operate-transfer (BOT) model? The end KPI is the transfer rate — how much of the team transitions to the parent company at ownership change. Ecolab's Digital Center transitioned its full team of roughly 1,500 people and has since grown to about 2,500.




