Who We Are
Built on a Simple Belief:
India's GCC Story Deserves Better Data
Billions of words of GCC commentary are published every year. Very little of it is grounded in a systematic, real-time view of what is actually happening — who is setting up, where, why, and at what scale. GCC Index™ exists to fix that.
Vision
To be the definitive intelligence source for India's Global Capability Centre economy
Every GCC decision — where to set up, which cities to compete in, which sectors are moving fastest — should be grounded in accurate, timely, and transparent data. We are building that data layer.
Mission
Capture and score every GCC development in India — accurately, and without delay
We track GCC activity across India's public record every day, turn it into structured intelligence, and surface it through a live platform — so analysts, investors, policymakers, and operators always have the freshest market picture.
What We Stand For
Our Principles
Signal Over Noise
We classify, score, and validate every event before it enters the index. Quality always beats quantity.
Autonomy by Design
The platform operates independently — delivering fresh, structured GCC intelligence every day without anyone pressing a button.
Consistent Methodology
Every score and rank badge is derived the same way, every time — so numbers stay comparable across cities, sectors and quarters.
India-First Perspective
Built for policymakers in state governments, talent leaders in global firms, analysts at advisory firms, and entrepreneurs in this ecosystem.
Engineering Precision
Built for reliability, not demos. Every component is designed for production-grade performance from day one.
Open Intelligence
The dashboard is public. The API is open to qualified users. GCC intelligence should not be locked behind enterprise paywalls.
The Platform
Four Layers of Intelligence
GCC Index™ is not a database — it is a pipeline. Every layer adds intelligence to raw news, culminating in the scores, tiers, and insights that appear on the dashboard.
Ingestion Layer
Continuously tracks publicly disclosed GCC activity across India. Intelligent deduplication ensures no event is counted twice, keeping the dataset clean and accurate.
AI Detection & Enrichment
AI separates genuine GCC signals from noise, then resolves each one into structured intelligence — company, city, event type, headcount, sector, and strategic mandate.
Scoring & Validation
Developments are scored across multiple dimensions — commitment depth, scale, sector, and strategic mandate — producing a weighted impact score, with analyst review where confirmation is needed.
Intelligence & API Layer
Validated events power the live platform — city and sector views, impact scoring, CSI tiers, and weekly AI-generated insight — with structured intelligence available to authorised consumers.