GCC Index™
  Live Platform · India GCC Intelligence

The Intelligence Layer
for India's GCC Economy

GCC Index™ is India's first AI-powered platform tracking Global Capability Centre activity in real time — from first announcement to city-level impact scoring, fully autonomous, every single day.

Explore GCC Index → How It Works
GCCINDEX
Daily
Automated Pipeline
3+
Live News Sources
AI
Powered Detection
Zero
Manual Data Entry
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
Automate discovery and scoring of every GCC event in India — with zero manual intervention
We monitor India's leading GCC news sources every day, extract structured intelligence using AI, and surface it through a live dashboard and public API — 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.
🔍
Transparent Methodology
Every score and rank badge is derived from a documented formula. We publish our methodology — not just our numbers.
🌱
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 monitors curated GCC news sources across India. Intelligent deduplication ensures no event is counted twice, keeping the dataset clean and accurate.
🤖
AI Detection & Enrichment
A two-stage AI pipeline first filters genuine GCC events from noise, then extracts structured intelligence — company, city, event type, headcount, sector, and strategic intent.
⚖️
Scoring & Validation
Events are scored across six dimensions — event type, job scale, confidence, city, sector, and strategic intent — producing a weighted CMI impact score. High-confidence events auto-validate.
🌐
Intelligence & API Layer
Validated events drive the live dashboard, city leaderboard with CSI tier badges, weekly AI insight generation, and a structured API delivering city rankings and monthly index data to authorised consumers.
The Builder

Designed, Engineered & Operated by One Person

India's GCC economy is one of the fastest-moving in the world — yet there was no single place to watch it unfold in real time. GCC Index™ was built to change that.

S
Sujit Ablankar
Having watched India's GCC landscape grow for years — city by city, sector by sector — with no reliable way to track it, GCC Index™ became the answer to that gap. Not a side project. A conviction built into a product.
Product Thinking Market Intelligence India GCC Independent Research Solo Builder Data-driven
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