THE CHALLENGE
Management decision
Management was selecting a GCC city mainly on salary, ignoring skill depth, hiring velocity and retention.
CONSTRAINTS
What made the decision difficult
- Specialist skills scarce in some cities
- Employer brand initially weak
- IP/security requirements
- Rapid scale could damage quality
- No India operating leadership
TIMELINE
10–14 weeks
Staged so management can stop, modify or increase commitment as evidence improves.
EXPECTED JOURNEY
Evidence → decision → execution
Diagnose uncertainty, validate it in India, make an explicit investment gate, then execute the approved next stage.
Solution design
- Role-family demand model
- City talent heatmap
- Fully-loaded cost model
- Hiring funnel validation
- Operating/entity/EOR/GCC option design
- Leadership and governance model
- Pilot hiring cohort
KPIs
Time-to-fill
Offer acceptance
90-day retention
Productivity ramp time
Fully loaded cost per productive FTE
Critical-role coverage
End execution plan
- Weeks 1–3: role/city economics
- Weeks 4–6: talent-market validation
- Weeks 7–9: operating model and compliance
- Weeks 10–14: pilot cohort
- Scale only after quality, retention and leadership gates
Government / regulatory / legal
- Employment contracts and labour-law requirements
- Shops & Establishments/local registrations as applicable
- PF/ESI/professional tax applicability
- Data protection, IP assignment and security controls
- Entity/EOR/PE and transfer-pricing implications reviewed
Control: applicability must be confirmed for the actual product, activity, entity, state and transaction by the appropriate qualified specialist/authority.
END RESULT
Decision state
A city, operating model and hiring ramp supported by talent evidence and unit economics
IMPACT
Why it matters
Reframes GCC from labour arbitrage to capability creation.