The quiet buildout: inside India's data centre expansion
Power, land and water — not chip supply — are turning out to be the binding constraints on where India's AI-era compute gets built, and state governments are competing hard, and unevenly, to win the next wave of facilities.
Published Today, 05:40 IST · Updated Today, 06:15 IST · 9 min read

In 30 seconds
- A review of announced data centre projects shows capacity concentrating in a handful of states.
- Firm power availability, not land cost, is the binding constraint on siting.
- State incentive packages differ sharply, from tax holidays to discounted power tariffs.
The story
India's data centre pipeline has roughly tripled in announced capacity over the past three years, driven by cloud providers racing to onshore storage and by the sudden appetite for compute to train and serve AI models. But the geography of that buildout is far from even.
Compute capacity follows electricity, and increasingly follows firm, round-the-clock power contracts rather than merely cheap ones. States that can guarantee uninterrupted supply and predictable land approvals — chiefly Maharashtra, Tamil Nadu and Uttar Pradesh among the leaders — are attracting the largest hyperscale facilities, while other states are left competing on tax incentives and duty exemptions alone.
Water use for cooling has emerged as the second major constraint, and it is increasingly a local political question rather than a purely engineering one. Large facilities can consume as much water in a day as a small town, and several proposed sites have run into objections from local farming communities worried about groundwater depletion during dry months.
"Everyone talks about chips, but the real bottleneck in this country right now is substations and transmission corridors," said an energy sector analyst at an infrastructure advisory firm. "A facility can have all the capital it needs and still wait eighteen months for a grid connection."
Renewable procurement has become a competitive differentiator for operators seeking corporate sustainability commitments, with several announced projects tying a third or more of their power sourcing to dedicated solar and wind capacity built alongside the facility rather than drawn from the general grid.
Whether the full pipeline of announced capacity actually gets built remains an open question. Industry executives privately concede that a meaningful share of announced projects will be delayed or scaled down as land, water and grid approvals move slower than initial press releases suggested.
Key numbers
2.4 GW
Cumulative planned capacity across announced projects
As of the most recent industry tracker update
7
States hosting the bulk of announced projects
Per project filings and state industrial department disclosures
38%
Average share of power sourcing tied to dedicated renewables
Across projects that disclosed sourcing plans
What they said
“Everyone talks about chips, but the real bottleneck in this country right now is substations and transmission corridors.”
What we know
- Firm power contracts are the primary siting factor across announced projects.
- Incentive structures vary widely from state to state.
- Water use for cooling has become a recurring point of local objection.
The Scope
What happened · Why it matters · What's nextWhat happened
A review of announced data centre projects shows capacity concentrating in a small group of states with strong power and land credentials.
Why it matters
Where compute is built determines industrial jobs, grid investment priorities, and who ultimately pays for new transmission infrastructure.
What we know
- Firm power contracts are the primary siting factor across announced projects.
- Incentive structures vary widely from state to state.
- Water use for cooling has become a recurring point of local objection.
What's disputed
- How much of the announced pipeline will actually be built on the stated timeline.
- The real water footprint of cooling at scale, which operators and local officials estimate differently.
What's next
- 01Upcoming state tariff orders that could alter project economics.
- 02Pending grid connection approvals for several flagship projects.
- 03New renewable procurement announcements tied to specific facilities.
Sources
- Primary documentMinistry briefing note circulated to reportersDistributed at the post-meeting press briefing.
- Official statementOfficial spokesperson statementDelivered on the record to the press pool.
- ReportingBharatScope field reportingOriginal interviews and on-the-ground verification by BharatScope correspondents.
Scope modules are editorial context written by the newsroom. AI-assisted summaries, where used, are labelled and based on cited reporting.
Sources
- Primary documentMinistry briefing note circulated to reportersDistributed at the post-meeting press briefing.
- Official statementOfficial spokesperson statementDelivered on the record to the press pool.
- ReportingBharatScope field reportingOriginal interviews and on-the-ground verification by BharatScope correspondents.
Corrections: none recorded for this story. Original reporting is distinguished from AI-assisted context throughout.