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AI GCC Hub
30 to 90 days.
Every milestone defined
before you start.
The biggest hesitation most companies have about India is not the cost or the talent. It is not knowing what the process looks like. Here is every step, every week, from decision to first sprint — for each GCC model.
30–45
Days — Nano GCC to first sprint
60–90
Days — Micro GCC to first sprint
90–120
Days — Enterprise GCC to first sprint
Week 1
Digital Twin runs before anything else
Every GCC Starts Here
The GCC Digital Twin
runs before anything else..
Regardless of which GCC model you are building, every Miracle Global engagement starts with a GCC Digital Twin session in week one. You see the team composition, the cost model, the city recommendation, and the week-by-week activation plan before you make any commitment. This is not a sales presentation. It is a structured model of your future GCC — and it is yours regardless of whether you proceed.
01
GCC Digital Twin Session
60-minute intake call · 48-hour model build · 90-minute presentation to your leadership team. Team composition, cost model, city recommendation, and activation timeline all produced. No commitment required — the model is yours to keep.
Nano GCC — 5 to 30 People
Nano GCC — operational
in 30 to 45 days.
01
Week 1 — GCC Digital Twin Session
Team design, city confirmed, legal structure agreed, cost model presented. You decide to proceed.
Week 1
02
Week 1–2 — Legal Entity Filed
Entity registration filed in parallel with talent sourcing. IP assignment framework drafted. HR compliance structure confirmed.
Weeks 1–2 — runs parallel to sourcing
03
Week 2–3 — Talent Sourcing and Screening
Active sourcing from our Distributed Capability Network™. Domain-specific technical screening. First shortlist presented within 7 to 10 days.
Weeks 2–3
04
Week 3–4 — Hiring and Onboarding
You interview and approve every hire. Offers issued. Workspace and toolchain live before the first day.
Weeks 3–4
05
Day 30–45 — First Sprint Ships
Team onboarded. Sprint cadence running. First delivery on your roadmap within 30 to 45 days of the decision.
Day 30–45
AI Micro GCC — 20 to 80 People
Micro GCC — operational
in 60 to 90 days.
01
Week 1–2 — Digital Twin and Strategy Design
GCC Digital Twin session. Model confirmed, team architecture designed, city selected, 24-month cost model produced.
Week 1-2
02
Week 2–4 — Legal Entity and IP Structure
Entity registered. IP assignment agreements signed before first hire. Employment contracts and HR compliance framework in place.
Weeks 2–4
03
Week 3–8 — Multi-Role Talent Acquisition
Role-by-role sourcing across multiple AI domains. You interview and approve every hire. First hires starting from week five.
Weeks 3–8
04
Week 6–10 — Infrastructure and Tooling
Workspace, hardware, security, AI toolchain, and agentic infrastructure live before the full team arrives. Runs parallel to hiring.
Weeks 6–10
05
Day 60–90 — First Sprint Ships
Team fully onboarded. Governance cadence running. First multi-domain sprint delivers within 60 to 90 days of the decision.
Day 60–90
Enterprise GCC — 100+ People
Enterprise GCC — operational
in 90 to 120 days.
01
Month 1 — Digital Twin and Full Architecture Design
GCC Digital Twin. Full architecture designed — GCC Director search initiated, multi-domain team structure, city strategy, legal structure, and 24-month plan.
Month 1
02
Month 1–2 — Legal Entity and GCC Director
Entity registered. GCC Director appointment underway. IP and HR framework established. The leadership hire that everything else is built around.
Months 1–2
03
Month 2–3 — Multi-Domain Talent Acquisition
Parallel hiring across all domains. GCC Director involved in senior role approvals. You approve all hires above a defined seniority threshold.
Months 2–3
04
Month 3 — Infrastructure and Governance Framework
Enterprise-grade workspace, infrastructure, and toolchain live. CoE governance framework documented. Board-level reporting structure established.
Month 3
05
Month 4 — Full Operational Launch
GCC Director in post. All domains staffed. Infrastructure live. First quarterly governance review scheduled. Enterprise GCC fully operational.
Month 4
Go Deeper
Build your distributed
capability the right way.
Foundation
GCC in India
What a GCC is, why it is different from outsourcing, and why now is the right time to build one.
Operations
GCC Governance Model
How to keep your GCC performing and compounding after it is operational.
GCC Setup Process
See your setup timeline
before you decide.
The Digital Twin produces your exact activation plan in 48 hours — whichever model is right for you.