AI Data Centres in India: 1GW Campuses and GPU Infrastructure
Massive hyperscale expansion of high-density AI data centres in India featuring GPU accelerators, direct-to-chip liquid cooling, and 1GW campuses like TCS HyperVault.
Profile & Intelligence Breakdown
Executive Overview
The explosion of generative artificial intelligence is sparking a monumental infrastructure buildout across India. Training and inferencing modern foundation models requires high-density computing racks, specialized GPU/TPU accelerators, low-latency optical interconnects, multi-gigawatt power grids, and advanced thermal management.
A landmark development is the proposed AI data-centre campus in Telangana involving TCS's HyperVault and consortium partners, representing an investment of up to ₹700 billion ($7.4 billion) for a planned 1 Gigawatt (1GW) AI campus.
Technical Specifications of Next-Gen AI Data Centres
| Dimension | Traditional Cloud DC | Modern AI Data Centre |
|---|---|---|
| Power Density | 5 – 15 kW per rack | 40 – 120 kW per rack |
| Cooling Architecture | Raised-floor air chilling | Direct-to-Chip Liquid Cooling / Immersion |
| Interconnects | Standard 100GbE | 800Gb/s InfiniBand & Ultra Ethernet RoCEv2 |
| Workload Profile | Distributed transactional traffic | Continuous parallel matrix multiplications |
India's Competitive Advantages
- Abundant Clean Energy: Huge solar and wind power potential across Telangana, Gujarat, Rajasthan, and Tamil Nadu.
- Strategic Geographical Position: Subsea cable landing stations in Mumbai, Chennai, and Kochi connecting Europe, the Middle East, and Southeast Asia.
- Favorable State Policies: Specialized data centre policies providing capital subsidies, stamp duty exemptions, and dual-grid power guarantees.
Primary Sources
- TCS Corporate Announcements — HyperVault High-Density AI Infrastructure Initiative.
- Reuters — India AI Data Centre Investment Reporting.
Technical Specifications
- flagship project
- TCS HyperVault 1GW AI Campus (Telangana, ₹700 Billion / $7.4B)
- infrastructure type
- High-density GPU racks (40-100kW/rack), Direct Liquid Cooling, 100% Renewable Power
- target audience
- Frontier AI labs, global hyperscalers, Indian sovereign AI compute