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AI GCC Hub
How to run your GCC
without running it yourself.
The biggest fear most organisations have about building a GCC in India is not the setup. It is the ongoing management. How do you keep it performing? How do you stay informed without micromanaging it? The governance model answers all of these.
Monthly
Governance report cadence
Quarterly
Strategic review cadence
15 min
Time to read the monthly report
Annual
BOT transfer assessment
Governance is not oversight.
It is architecture.
In a vendor engagement, governance means checking whether the vendor delivered what was agreed. In a GCC 2.0 model, governance means something structurally different — it is the operating system of your institution. The rhythm that keeps the capability compounding, the reporting that keeps your board informed, and the review cadence that makes scaling decisions deliberate rather than reactive.
Miracle Global builds the governance framework before the first sprint. The reporting structure, the escalation paths, the sprint review cadence, and the quarterly strategic review are all designed and documented in the Strategy & Capability Design phase — not added as an afterthought when something goes wrong.
The Governance Rhythm
Monthly rhythm.
Quarterly reviews.
Annual milestones.
01
Daily — Sprint Cadence
The team runs on your sprint cadence — typically one or two week sprints. Daily standups. Sprint planning and retrospectives. Delivery velocity tracked from sprint one.
Daily — ongoing
02
Monthly — Governance Report
A structured report delivered by the 5th of each month: team headcount, sprint delivery summary, cost actuals vs budget, compliance status, HR events, and escalations. Designed to be read in 15 minutes.
Monthly — 5th of each month
03
Quarterly — Strategic Review
90-minute call with your GCC leadership and Miracle Global. Performance against mandate, scaling recommendations, cost optimisation, forward plan. Focused on decisions, not presentations.
Quarterly — weeks 12, 24, 36, 48
04
Annual — BOT Assessment
Once per year, the Build-Operate-Transfer path is assessed. Is your organisation ready to take full independent operational control? If yes, the 6-month handover programme begins.
Annual — agreed date each year
05
As Needed — Scaling Triggers
The Capability Evolution Model™ defines trigger points for scaling — Pod to Nano, Nano to Micro, Micro to Enterprise. When a trigger is hit, a scaling conversation is initiated — not improvised.
As triggers are reached
Monthly Report
Everything you need to know.
Nothing you don't.
The monthly report is designed for senior leadership, not for operations teams. It answers five questions: Is the team stable? Is delivery on track? Are costs within budget? Is compliance in order? Is anything escalated?
Team Status
Headcount vs plan, joins, exits, open roles, and any performance or HR events. One paragraph.
Delivery Summary
Sprint velocity, roadmap progress, key deliverables completed, and any blockers. Two paragraphs.
Cost Actuals
Monthly cost vs budget, year-to-date position, and variances with explanation. One table.
Compliance Status
Statutory filings status, any regulatory matters, and legal entity health. Green / amber / red status.
Escalations
Anything requiring your decision or attention that could not wait for the quarterly review. Usually empty. Present when needed.
Go Deeper
Everything you need
cto run your GCC well.
Before You Start
GCC Setup Process
Week by week, from decision to first sprint. Every milestone defined before you start.
Architecture
GCC 1.0 vs 2.0
Why governance is built into GCC 2.0 from day one — not added as an afterthought.
GCC Governance
Build the GCC.
We run the governance.
Governance framework is designed in week two — before the first hire.