India’s GCCs employ 2.36 million professionals across 2,117 centers. Of those, 250,000+ are AI and ML professionals, and India accounts for 28% of the global GCC AI talent pool, second only to the United States.
India has the talent. That part is settled.
What we at Zinnov consistently see across 220+ end-to-end GCC setups is that the hiring mistakes which cost the most are decided long before a GCC is operational. They live in how the organization thinks about talent, who it chooses to hire first, and who it trusts to help it build.
Here are the three mistakes we see most often.
Access to a large candidate database is not a GCC hiring strategy. In a market where AI is making profiles increasingly similar, knowing who to hire matters far more than knowing how many people are available.
Some partners will tell you they have a proprietary database of verified global-ready professionals and access to hundreds of job boards. That is a sourcing capability. It is not a talent strategy. And confusing the two is one of the most expensive mistakes a GCC can make.
Karthik Padmanabhan, Managing Partner at Zinnov, puts it plainly. India’s advantage is that it has too much talent. The challenge is also that it has too much talent. The abundance that makes India attractive is the same abundance that makes identifying the right people genuinely hard. As organizations move from hiring for scale to hiring for density, the challenge is no longer finding people but identifying the few individuals who can create disproportionate value. In a world where AI makes profiles increasingly similar, resumes and years of experience become less effective signals. What organizations need to assess instead is judgment, problem-solving, and the ability to create real business impact.
Across multiple turnkey GCC setups spanning different industries, what separates the centers that hire well from the ones that hire fast comes down to one thing. They define precisely what they are building toward before the first search begins. Then they design their assessment process around that definition:
India’s senior AI talent intensity in GCCs currently sits at 19%, compared to 33% for product roles at headquarters. That gap is where the real hiring challenge lives. In a market this deep the question was never whether talent exists. It is whether your GCC hiring strategy is designed to identify the people who will build, not just execute.
Sequencing your GCC hiring wrong is one of the most common and most costly mistakes enterprises make in India. Individual contributors hired without a management layer create a culture nobody designed and nobody can easily change.
Some hiring models will tell you they can get your first 50 people in place within weeks. Curated pools, syndicated job boards, automated screening. The numbers move fast and the dashboard looks good.
What those models cannot tell you is whether you are building the right organization or just filling it quickly.
Most GCCs follow the same instinct. Hire the engineers, the data scientists, the architects first. Get the work started. Bring in managers once there is a team to lead. It feels logical. What it actually creates is a center full of capable people who have already formed their own ways of working, their own informal hierarchies, their own definition of what good enough looks like. By the time a manager joins six months later they are not setting the culture. They are inheriting one they had no part in building. And that culture is very hard to reset.
The real cost of getting the sequence wrong does not show up at launch. It shows up the moment the first leader transitions. And in GCCs, transitions always happen.
European retail GCC learned this the hard way. They hired a strong leader with a clear mandate. The leader departed within 18 months. A replacement followed and also moved on. Meanwhile the team kept growing but productive output never kept pace. The company found itself paying for the GCC and still paying their outsourcing partners for the same work.
The exits were not the problem. The problem was that the center’s identity lived entirely in whoever was at the top. There was no management layer that had been there from the start, that knew the organization, that carried the culture independently of any one leader. When the transitions happened there was nothing to hold the center together.
The centers that handle this well are the ones that built depth across the pyramid from day one. When a leader moves on those centers do not stall. They have their own gravity.
The enterprises that get this right hire the management layer in parallel with individual contributors from the start:
A platform can tell you how fast you are hiring. It cannot build the foundation that determines whether what you are hiring into will actually last.
In GCC hiring, the partner decision is not administrative. It is the first strategic choice your center makes. And in India’s talent market, that choice is visible before you have made a single hire.
India’s senior talent community is highly connected. The firm a GCC engages early is one of the first visible signals of how seriously the organization is taking this investment. A firm known for fast transactional delivery sends one message to the market. A firm known for building GCCs that actually scale sends a very different one.
That signal shapes which senior candidates are willing to have the conversation, which mid level professionals apply, and at what level of ambition and seriousness those candidates come in. The partner decision is not just operational. It is a talent positioning decision made before any talent conversation has begun.
A partner whose model is built around platform access, automated sourcing, and rapid deployment is optimized for getting people in quickly. But the organizations that come to us after a difficult first year are almost never struggling because their hiring was slow. They are struggling because it was not deliberate. The early hires did not reflect the GCC’s ambition. The management layer came in too late. The center was built for launch and not for what came after.
There is also a question about independence that most enterprises do not ask early enough. A partner with real estate commitments will lean toward cities where they have space. A partner with government MOUs will favor certain locations regardless of your talent needs. A partner locked into specific service providers will build your ecosystem around their relationships rather than your requirements. The city your GCC is in determines the talent pool you can access for years. If that city was chosen for the wrong reasons you will feel it in every hiring cycle.
The enterprises that avoid this ask different questions before they sign:
Because in India’s talent market the partner decision is not administrative. It is the first strategic choice your GCC makes. And the market will notice before you have hired a single person.
India’s talent market is deep, capable, and growing faster than almost anywhere else in the world. The opportunity is real.
But the GCCs that turn that opportunity into a genuine advantage are not the ones that moved fastest or had access to the biggest database. They are the ones that were deliberate about what they were building before they started hiring, intentional about who they put in the room first, and careful about who they chose to build with.
The talent is here. The question is whether your GCC hiring strategy is designed to make the most of it.
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