The three models
What you're actually choosing between
Strip away the vendor vocabulary and there are three underlying models. Everything else — GCC-as-a-service, virtual captive, BOT — is a variant or a staging path between them.
Outsourcing
A vendor owns the work, the process, and the output; you buy results. Fastest to start and easiest to exit, but your process knowledge accumulates inside someone else's business, and quality is theirs to define.
Dedicated staffing
Full-time professionals work exclusively for you, in your systems, under your direction — while a partner employs them and runs the office, HR, payroll, and IT layer locally. You get control and continuity without an Indian entity.
Owned entity / GCC
Your own Indian subsidiary: staff on your payroll, your premises or leases, your compliance obligations. Maximum control and long-run cost efficiency at scale — with fixed costs, a long setup, and real exit friction.
Vocabulary decoder
What GCC-as-a-service, virtual captive, and BOT really mean
GCC-as-a-service usually means a vendor runs a team branded as "your center" without you owning an entity — functionally, dedicated staffing or outsourcing with different packaging. Read the contract, not the label: who employs the people, who owns the process, and what happens if you leave.
A virtual captive is a dedicated team a partner operates for you with the intent that it behaves like your own center — again, without an entity. Build-operate-transfer (BOT) adds a contractual option to take ownership later: the partner builds and runs the team, and you can transfer it into your own entity when scale justifies one.
None of these are wrong. They are stages. The mistake we see in vendor content is presenting the entity as the default destination for everyone — when the honest question is whether your scale and commitment justify it at all.
The threshold question
What each scale of team actually justifies
The ranges below are industry estimates drawn from GCC enablers, analysts, and EOR providers — the same firms that sell entity setups. Treat them as directional reasoning, not precise breakpoints.
| Team size | What an owned entity demands | What usually fits better |
|---|---|---|
| 5–15 roles | The same fixed costs as a bigger center — incorporation, compliance, premises, local leadership — spread across very few seats. Setup guides themselves assume 50-seat baselines. | Dedicated staffing. Full-time control without entity overhead; industry content concedes sub-25-seat teams rarely justify incorporation. |
| 15–40 roles | Entity economics start to be arguable, but local leadership, HR infrastructure, and compliance still consume a large share of the savings. | Dedicated staffing, or a virtual-captive/BOT arrangement if entity ownership is a stated medium-term goal. |
| 40–100 roles | Industry practice treats roughly 25–50 committed roles with a multi-year plan as the credibility floor for an owned center; setup still runs 12–18 months in enabler timelines. | A genuine decision point. Staged conversion (staffing → transfer) and direct entity setup are both defensible; commitment horizon decides. |
| 100+ roles | This is the scale GCC economics were designed for — where per-seat entity costs undercut any partner model and strategic ownership pays. | An owned GCC, built with specialist advisors. This is the point where you have outgrown what we sell. |
Sources: threshold and timeline figures are published by GCC enablers and EOR providers (2025–2026 content); they are marketing-grade estimates, which is why we present them as ranges with reasoning rather than data.
The honest column
When an owned GCC genuinely wins
At real scale, ownership is not just lower cost per seat — it changes what the center can be. Your own entity can hold intellectual property cleanly, hire senior leadership on your equity and brand, integrate into global compliance frameworks, and build functions no partner should own, like core product engineering leadership or regulated data operations.
The mid-market wave is real: Zinnov and Nasscom's 2025–2026 research counts 480+ GCCs owned by companies in the roughly $100M–$1B revenue range, about 35% of them established within the last two years, and private-equity-backed companies account for the majority of new centers since 2020. If you have a committed multi-year India plan, board-level sponsorship, and the scale above, an owned center is the right call — and the right next step is a specialist setup advisor, not a staffing provider.
What we would gently challenge is the version of this pitch aimed at 10-person teams. Industry reporting through 2025–2026 also records rising GCC closures, sub-scale centers dissolving within 18–24 months, and intensifying transfer-pricing scrutiny of India entities. The model that wins at 200 seats can quietly fail at 15.
The staged path
Start with staffing, convert when scale justifies it
You do not have to make the entity decision today. The staged path is industry-recognized — even BOT providers sell it — and each stage generates the evidence the next one needs.
1. Validate with dedicated staffing
Build your first India roles as dedicated, client-directed staff. You learn the talent market, working rhythms, and whether the workload is real — with monthly commitments instead of incorporation.
2. Scale into a coordinated team
Grow to a multi-role team with your own leads and processes. At this stage you have real data: retention, output, seat economics, and an honest picture of your long-term India ambition.
3. Convert — if the numbers say so
Past the threshold with a multi-year plan, transfer into your own entity with specialist legal, tax, and setup advisors. Transfer has real friction — employee consent, entity costs, transfer-pricing setup — so it should be pulled by scale, not pushed by a vendor's roadmap.
Risks nobody leads with
The parts of the GCC story the setup guides skip
Closures and consolidation: industry reporting in 2025–2026 records dozens of GCC shutdowns, with commoditized work most exposed as AI automates routine tickets and documents. Centers built primarily on cost arbitrage — rather than a capability the parent genuinely needs — are the ones under pressure.
Attrition at sub-scale: a 15-person center cannot self-supply the HR, IT, engagement, and career infrastructure that keeps people. Practitioner analyses of small centers report elevated turnover and short lifespans; large GCCs and established staffing operators absorb this with infrastructure a small center lacks.
Transfer pricing and compliance: an Indian entity brings ongoing transfer-pricing obligations, and India's regime is under active revision, with audits of prominent GCCs reported and safe-harbour rules being reworked. None of this is a reason to avoid an entity at real scale — it is a reason to enter with qualified tax and legal advisors and to be skeptical of anyone who says setup is trivial. This guide describes these areas; it is not legal or tax advice, and entity decisions should be made with qualified professional advisors.
Readiness self-assessment
Ten questions before you commit to an entity
Count your honest yes answers. The bands below tell you what the count usually means — and what to do next in each case.
- We have a committed plan for 25+ India roles within 24 months, with budget approved.
- Board or investor sponsorship for a multi-year India operation is explicit, not assumed.
- We can name the senior leader who will own the India center, and they want the job.
- The functions we'd move are durable capabilities, not workload spikes or experiments.
- We have operated distributed teams before and retained them.
- We understand the fully loaded cost of an Indian entity — incorporation, premises, compliance, leadership — not just salary arbitrage.
- We are prepared for ongoing transfer-pricing and statutory obligations with professional advisors engaged.
- Our timeline tolerates 12–18 months before the center operates at intended capacity.
- We would still build this if the cost savings were half what the vendor deck claims.
- If India delivery underperformed for two quarters, we could absorb it without strategic damage.
8–10 yes: you are entity-ready — engage specialist setup and tax advisors, and pressure-test their assumptions with the questions above. 4–7 yes: a staged path fits — validate with dedicated staffing or a virtual-captive arrangement and revisit in 12 months with real data. 0–3 yes: an entity is premature — build the capability first with dedicated staffing, where commitment is monthly and the downside is bounded.
Where we fit
We sell the staffing column — deliberately
YourRemoteStaff provides dedicated, office-backed, client-directed staff from our managed office in Pune. We do not set up GCCs, deliver BOT arrangements, or advise on entities — at the scale where those are right, specialist firms serve you better and we say so. What we are built for is the validation and scaling stages: your first India roles through a coordinated multi-role team, with recruiting, screening, workspace, IT, HR, payroll, and replacement support handled, so the entity decision — if it ever comes — is made from evidence instead of a vendor's deck.
Thinking through your India model?
A short call about your roles, scale, and timeline — including an honest answer if what you need is an entity advisor, not us.
Take it with you
The readiness scorecard, as a worksheet
The ten questions above with scoring bands and next steps — in a printable format built for a leadership-team discussion, not a vendor pitch.
FAQ
GCC vs Dedicated Staffing questions
Direct answers about GCC thresholds, GCC-as-a-service vocabulary, staged conversion, transfer pricing, and what we do and don't provide.
Is a GCC better than outsourcing?
They solve different problems. Outsourcing buys an outcome with minimal commitment; a GCC buys maximum control at maximum commitment. The honest comparison is three-way: dedicated staffing sits between them — your direction and continuity without entity ownership. Which is "better" depends almost entirely on scale and commitment horizon, which is why this guide is built around thresholds rather than a winner.
What is the minimum size for a GCC in India?
There is no legal minimum — the question is economic. Industry practice, including content published by GCC enablers themselves, treats roughly 25–50 committed roles with a multi-year plan as the floor where entity fixed costs stop dominating the math. Below that, the same vendors' cost models quietly assume 50-seat baselines. These are attributed industry ranges, not our data, and worth pressure-testing with any advisor you engage.
What is GCC-as-a-service, really?
Usually a vendor-operated dedicated team marketed with center branding — no entity of yours, and functionally close to dedicated staffing or managed outsourcing depending on the contract. The label matters less than three contract questions: who employs the people, who owns the process and IP, and what you keep if you exit.
Can we start with dedicated staffing and convert to our own entity later?
Yes — the staged path is industry-recognized, and build-operate-transfer arrangements exist precisely to formalize it. Conversion has real friction: employees must consent to transfer, the entity must exist with its compliance and transfer-pricing setup, and timing matters. Our view: let scale pull the conversion when the numbers justify it, and make the transfer decision with specialist legal and tax advisors.
Do you set up GCCs or BOT arrangements?
No. We provide dedicated, office-backed staff that you direct — the validation and scaling stages of the journey. We don't build entities, deliver BOT contracts, or give legal or tax advice, and when your scale genuinely justifies an owned center we'll tell you so and point you toward the specialist advisory market that serves it.
How is dedicated staffing different from a virtual captive?
In practice they overlap heavily: both mean a partner employs and supports full-time people who work exclusively under your direction. "Virtual captive" is usually used when the arrangement is framed as a center with an intended future transfer. If you're comparing offers, compare the contracts — employment, direction, IP, exit, and any transfer mechanics — rather than the labels.
What about transfer pricing if we do build an entity?
An Indian entity typically operates on a cost-plus basis with ongoing transfer-pricing obligations, and India's regime is actively evolving — audits of well-known GCCs and revisions to safe-harbour rules were reported through 2025–2026. It is manageable at scale with qualified tax advisors, and it is one of the recurring costs the 10-person-GCC pitch tends to omit. This guide describes the landscape; it is not tax advice.