Six GCC engagement models, from BOT to dedicated teams, one operating standard across every model
The right model depends on how much ownership you want today, how quickly you need to move, and whether you expect to transfer operations later. The hiring bar, security baseline, and operating discipline stay the same whichever model you choose. Deep dives: Build Operate Transfer · dedicated India teams.
Pick the operating shape before you pick the team size
Start with control, speed, and management bandwidth. Each model below is designed for a distinct level of ownership, not just a different staffing label.
Build Operate Transfer (BOT)
Build an owned India centre with a defined transfer path.
View modelDedicated GCC TeamsCommon choice
A named India team without creating your own entity first.
View modelHybrid GCC Model
Senior proximity where needed, scale where it works best.
View modelManaged GCC
Outcomes managed through one accountable operating partner.
View modelStaff Augmentation
Named specialists under your day-to-day management.
View modelCentre of Excellence (CoE)
A specialist centre for standards, platforms, and shared craft.
View modelBuild Operate Transfer (BOT)
MedRec builds and operates the centre while you retain strategic control, then transfers people, systems, and operating knowledge when you are ready to own it directly.
- Client Ownership
- Strategic direction, roadmap, and leadership alignment
- MedRec Responsibility
- GCC setup, operations, hiring, infrastructure, governance, and scaling
- Typical Duration
- 3–5 years
- Transition Model
- Full operational transfer to client
- You expect to bring payroll, facilities, and IP under your own entity over time
- You want early operating complexity handled while the roadmap proves itself
- You need a clear path for repository, identity, people, and process transfer
- Customers or regulators expect a distinct in-market entity with credible controls
Dedicated GCC Teams
A named team works inside your toolchain and ceremonies as part of your organisation, while MedRec is the legal employer in India and runs everything around them. This model suits companies that can lead distributed engineering and need durable capacity.
- Client Ownership
- Product priorities, delivery direction, and roadmap
- MedRec Responsibility
- Talent, operations, infrastructure, HR, governance, and team management
- Typical Duration
- 1+ years
- Transition Model
- 90-day transition notice
- You want a long-lived extension of your product or platform organisation
- You prefer predictable operating cost and flexibility as priorities change
- You need India capacity without running payroll and facilities yourself
- You have technical leadership in place and need proven execution capacity
Hybrid GCC Model
Senior roles sit close to stakeholders where needed, while India provides scalable delivery capacity. The model works through one backlog, one leadership rhythm, and explicit norms for architecture and incidents.
- Client Ownership
- Shared ownership across regions and leadership teams
- MedRec Responsibility
- India operations, delivery management, and scaling support
- Typical Duration
- 1+ years
- Transition Model
- 90-day transition notice
- Regulation or customers require senior people in market alongside India scale
- You want architecture and product leadership near headquarters with execution in India
- You are replacing fragmented delivery arrangements with a single accountable model
- You need one operating rhythm across US, UK, and India teams
Managed GCC
Useful when the roadmap is clear but management bandwidth is constrained. MedRec manages delivery rhythm, team operations, and escalation while you retain product direction.
- Client Ownership
- Business outcomes and strategic oversight
- MedRec Responsibility
- End-to-end operations, delivery, governance, talent, and infrastructure
- Typical Duration
- 1+ years
- Transition Model
- 90-day transition notice
- You can define outcomes but cannot spare leadership for day-to-day India management
- You want service levels, named escalation paths, and a single accountable partner
- You are testing India scale before deciding on a longer-term entity structure
- You need managed delivery rather than a self-managed remote office
Staff Augmentation
Named individuals join your ceremonies quickly when you already have management capacity and need specific skills. MedRec is the legal employer in India; the engineers work as part of your team and you steer the work.
- Client Ownership
- Day-to-day delivery management
- MedRec Responsibility
- Talent acquisition, HR, payroll, compliance, and infrastructure support
- Typical Duration
- 6+ months
- Transition Model
- 60-day transition notice
- You need to close a specific skill gap on a defined horizon
- You already have management capacity and want engineers, not a parallel hierarchy
- You are staffing a time-bound initiative before committing to a larger footprint
- You want to evaluate individuals before expanding the model
Centre of Excellence (CoE)
A specialist India team improves how the wider organisation ships: platform, AI, security, or design systems that product teams can adopt instead of reinventing.
- Client Ownership
- Capability charter and strategic direction
- MedRec Responsibility
- Team building, capability management, operations, and domain expertise
- Typical Duration
- 3+ years
- Transition Model
- Transfer or structured exit
- You are formalising platform, security, data, or design standards consumed by many teams
- You want reference architectures and patterns others can adopt
- You value principal-level specialists who work across product lines without losing depth
- You invest for multi-year impact, not next-quarter feature count alone
Compare all six models at a glance
| Model | Best suited for | You own | MedRec handles | Typical duration | Transition |
|---|---|---|---|---|---|
| Build Operate Transfer (BOT) | Companies planning to establish a long-term captive GCC | Strategic direction, roadmap, and leadership alignment | GCC setup, operations, hiring, infrastructure, governance, and scaling | 3–5 years | Full operational transfer to client |
| Dedicated GCC Teams | Long-term engineering teams without operational ownership overhead | Product priorities, delivery direction, and roadmap | Talent, operations, infrastructure, HR, governance, and team management | 1+ years | 90-day transition notice |
| Hybrid GCC Model | Integrated regional leadership and India delivery teams | Shared ownership across regions and leadership teams | India operations, delivery management, and scaling support | 1+ years | 90-day transition notice |
| Managed GCC | Companies seeking fully managed delivery and operational execution | Business outcomes and strategic oversight | End-to-end operations, delivery, governance, talent, and infrastructure | 1+ years | 90-day transition notice |
| Staff Augmentation | Rapid scaling for specific engineering or operational gaps | Day-to-day delivery management | Talent acquisition, HR, payroll, compliance, and infrastructure support | 6+ months | 60-day transition notice |
| Centre of Excellence (CoE) | Strategic capability centres focused on platforms, standards, or innovation | Capability charter and strategic direction | Team building, capability management, operations, and domain expertise | 3+ years | Transfer or structured exit |
Engagement model questions
Short answers on fit, duration, employment, and how to change or exit a model.
Which GCC engagement model should we choose?
It depends on how much you want to own and when. Dedicated GCC teams suit long-term product work without setting up your own India entity. Build Operate Transfer (BOT) suits companies that want an owned captive centre later. Managed GCC suits outcome-based work with low leadership lift, staff augmentation suits teams that already have management in place, hybrid combines onshore leadership with India delivery, and a Centre of Excellence concentrates a specialist capability.
What is Build Operate Transfer (BOT)?
MedRec builds and operates the India centre while you keep strategic control, then transfers people, systems, and operating knowledge to your own entity when you are ready. A typical BOT term is three to five years, with transfer mechanics, IP, access, and people continuity defined from the start.
How long is a typical engagement?
BOT typically runs three to five years. Dedicated, hybrid, and managed GCC engagements are usually one year or longer, a Centre of Excellence three years or longer, and staff augmentation six months or longer.
Can we change model or exit later?
Yes. Dedicated, hybrid, and managed GCC engagements carry a 90-day transition notice and staff augmentation a 60-day notice. BOT ends in a full operational transfer to you, and a Centre of Excellence ends in a transfer or structured exit.
Who employs the engineers?
In dedicated, managed, hybrid, and staff augmentation models, MedRec is the legal employer in India and handles payroll, benefits, statutory compliance, and HR, while the engineers work as part of your team. Under BOT, people move to your own India entity at the agreed transfer point.
Unsure which model fits your stage?
Walk us through the roadmap, leadership capacity, and control expectations. We will recommend one or two models and explain the trade-offs clearly enough for your leadership team to decide.