🧠 Food for thought

Implications, context, and why it matters.

Hyperscalers’ self-build plans remain the wild card for operator margins

• Hyperscalers are large cloud providers such as Amazon Web Services, Google Cloud, and Microsoft Azure. India has drawn $94 billion for data centers since 2019 1. Crisil pegs revenue growth at 20–22% through FY28, yet that could slip if they build and own more sites instead of leasing 1. Google plans a $15 billion Visakhapatnam campus 2, while Reliance reportedly targets 3 GW in Gujarat 3. Cloud giants drive over half of capacity tie-ups, so third-party pricing could get squeezed. Tata Consultancy Services (TCS) announced up to $1 billion from TPG for HyperVault 1. The deal remains subject to conditions precedent and statutory approvals 1. India now runs 130 facilities that total 1,180 megawatts of IT load 2.

AI rack density forces immediate liquid cooling investments for both vendors and operators

• AI racks now hit 30 to 100 kilowatts, far above sub 10 kW air limits 4. Liquid cooling has moved from optional to urgent for sites that want hyperscale AI work. India’s cooling market grows at 26.42% CAGR to $7.68 billion by 2030 5. Liquid systems, including immersion and direct-to-chip where coolant flows through cold plates to processors, lead with 27.7% CAGR despite a 40–60% upfront premium 5. Vertiv with Schneider Electric have bought specialized liquid tech 5. Carrier, a heating, ventilation, and air-conditioning company, invests in direct-to-chip cooling 6. Consolidation looks likely as operators retrofit sites and suppliers bundle cooling with power.