Any answer to the question "how much does a Global Capability Center cost?" that comes with a single number is wrong. The actual cost depends on location, team composition, operating model (fully owned entity vs managed partner), team size, function mix, and a set of hidden costs that most vendors and consultants omit from their estimates. What this guide provides is not a single number but a framework for building your own estimate with realistic ranges for each component.
The reason most estimates are wrong is that they focus on the visible costs (salaries, office space) while undercounting the structural costs (legal entity setup, compliance, management overhead, attrition and replacement) that are often larger in aggregate than the salary savings they were intended to capture. A GCC that is correctly costed from the start has a realistic business case. A GCC that is undersized in its cost estimates will look like it is underperforming relative to plan when it is actually performing as any realistic model would predict.
The Four Cost Categories
Setup costs are one-time investments to get the GCC operational. Ongoing operational costs are the recurring monthly expenditure. Management overhead is the cost of coordinating, governing, and improving the GCC over time. Technology infrastructure covers the tools, licenses, security stack, and connectivity the team needs to do its work.
For global capability centers, setup and ongoing operations are the two categories that get the most attention in procurement conversations. Management overhead and technology infrastructure are frequently underestimated, and their omission from the business case creates the impression of a false efficiency that corrects itself painfully once the GCC is operational.
Setup Costs
Legal entity formation for a foreign subsidiary in South Asia or Eastern Europe typically runs $10,000-$40,000 for professional and government fees, depending on jurisdiction complexity and whether you engage local counsel. Pakistan company registration through a competent local law firm is at the lower end of this range. India is slightly higher due to more complex compliance requirements. Eastern Europe (Poland, Romania, Bulgaria) is in a similar range with EU compliance considerations added.
Office space for a new GCC typically runs $2,000-$5,000 per month for a 20-person capacity in Lahore or Karachi (Pakistan), $4,000-$8,000 in Bangalore or Pune (India), and $6,000-$12,000 in Warsaw or Bucharest (Eastern Europe). Fit-out costs for a new space add $15,000-$40,000 one time. Shared co-working or managed office space (what many GCC-as-a-service models offer) eliminates the fit-out cost and reduces the monthly commitment.
Initial hiring and onboarding for a 20-person GCC, including recruitment fees (typically 10-15% of first-year salary per hire), pre-employment assessments, and onboarding overhead, adds $40,000-$90,000 depending on seniority mix and whether you use a recruitment agency or direct sourcing.
Pakistan as a GCC Location: Salary Benchmarks
Pakistan has become a competitive GCC location for engineering and AI/data roles. The talent pool, particularly in Lahore, Karachi, and Islamabad, includes a significant number of engineers with international work experience, strong English proficiency, and familiarity with modern development practices. The salary ranges below reflect 2026 market rates for engineering and technical roles.
Software engineers: junior ($800-$1,400 per month), mid-level ($1,400-$2,400 per month), senior ($2,400-$4,000 per month). AI and ML engineers command a premium: mid-level ($2,000-$3,500 per month), senior ($3,500-$5,500 per month). Data engineers are in a similar range to AI/ML. DevOps and cloud engineers: mid-level ($1,600-$2,800 per month), senior ($2,800-$4,500 per month). These are gross salary figures. Benefits and compliance costs (social security, health insurance, EOBI) add 20-30% on top of gross salary.
Compared to India (where equivalent roles run 30-50% higher), Pakistan offers a meaningful cost advantage at comparable quality in the mid-tier. The talent supply is thinner for highly specialized roles (distinguished ML engineers, cloud architects with 10+ years), which is worth accounting for in roles that require top-of-market expertise.
Ongoing Operational Costs for a 20-Person GCC
A realistic monthly cost model for a 20-person engineering GCC in Pakistan, with a mix of mid and senior engineers: salaries at average $2,200 per month gross = $44,000; benefits and compliance at 25% = $11,000; management layer (local country manager, HR/admin) = $8,000-$12,000; office space = $3,000-$5,000; technology infrastructure (tools, licenses, VPN, security) = $3,000-$5,000. Total monthly range: $69,000-$77,000, or approximately $3,450-$3,850 per person per month fully loaded.
The equivalent 20-person team in India at comparable seniority runs $90,000-$110,000 per month fully loaded, or $4,500-$5,500 per person. Eastern Europe (Poland, Romania) runs $110,000-$140,000 per month, reflecting higher base salaries and EU employment cost structures. The US equivalent (if these were US-based employees at $150K-$200K total comp) runs $300,000-$400,000 per month for 20 people.
Hidden Costs
Time zone coordination overhead is real but quantifiable. US-Pakistan is a 9-10 hour difference (depending on US time zone and daylight saving). Effective synchronous overlap is 1-3 hours per day, depending on schedule flexibility on both sides. The overhead shows up as communication latency (questions asked in the evening Pakistan time get answered the next morning), meeting scheduling friction, and the PM time required to keep asynchronous work flowing smoothly. Budget 15-20% of a senior team member's capacity for coordination overhead in the first six months.
Knowledge transfer from your existing team to the GCC team is consistently underestimated. A realistic knowledge transfer engagement requires 4-8 weeks of intensive documentation creation, screen recording, and synchronous Q&A sessions, followed by 2-3 months of closely supervised operation. The cost is primarily the time of your existing team members, who must continue their regular work while also doing the transfer. Budget 20-30% capacity reduction for the people responsible for transfer during this period.
Attrition and replacement in South Asia tech markets runs 15-25% annually for engineering roles. Each departure costs recruitment (10-15% of first-year salary), onboarding time (60-90 days to full productivity for a replacement), and knowledge loss. At 20% annual attrition on a 20-person team, you are replacing four people per year. This is a recurring operating cost that belongs in the business case.
Payback Period
For a US-based company moving 20 engineering roles to a Pakistan GCC, the fully loaded US cost is roughly $300,000-$400,000 per month. The Pakistan GCC cost is $69,000-$77,000 per month, plus $20,000-$30,000 per month in coordination overhead, quality control, and productivity adjustment for the first year. Net saving: $200,000-$280,000 per month. Setup cost: $100,000-$200,000 one-time. Payback period: 1-2 months of operational savings. This is why GCCs of meaningful size have compelling economics even accounting for all the hidden costs.
For more context on the operational setup, the post on building a GCC in Pakistan covers the specific market dynamics, talent sourcing approaches, and operational considerations. For an overview of how MetaSys approaches GCC engagements, the about MetaSys page covers the company's direct experience operating in Pakistan since 2019.
When a GCC Does Not Make Financial Sense
Team sizes below 10 people rarely justify the setup cost and ongoing coordination overhead. The fixed costs of legal entity, management layer, and coordination mechanisms are not sufficiently distributed across a team that small. At fewer than 10 people, a staff augmentation model or a managed service arrangement typically produces better economics without the structural commitment.
Highly specialized roles with thin global supply (staff-level ML researchers, principal architects with specific domain expertise) are poor GCC candidates not because of cost but because the talent supply is too thin in any offshore market to reliably hire and retain them. The GCC model works for roles where the talent pool is deep enough to hire, manage attrition, and build a team over time.
Sub-12-month project durations do not justify the GCC model regardless of size. The setup investment and time to full productivity mean that short-duration engagements are better served by a project-based staffing model. GCCs are a long-term structural decision, not a project resourcing mechanism.
