Topic 13 of 20
GS Paper 3 Digital Infrastructure and Resource Governance NITI Aayog's data centre evaluation framework - linking state approvals and incentives to verified water, power and net public value

The Cloud Has a Water Bill: NITI Aayog Asks States to Count What Data Centres Really Cost

Source NITI Aayog, The Hindu, Policy Edge, CEEW, Nation Path India, Hindustan Times, GK Today, Drishti IAS, Economic Times, Green Calculus, Logic Magazine, Profile ITS, Banking Finance

271 data centres, about 1.57 GW of installed capacity and industry estimates of up to 6.5 GW by 2030. Every one of those megawatts is a standing claim on a state's grid, aquifers and land and until now most states have been bidding for them without adding up the bill.

Summary

On 14 October 2026, NITI Aayog and Deloitte India released a Data Centre Evaluation Framework to help states plan for sustainable growth. It asks states to tie data centre approvals to verified availability of electricity, water and other infrastructure and to plan for whole infrastructure corridors instead of approving projects one at a time.

States should prepare 20 to 30 year seasonal water assessments, protect existing water users and make developers fund grid assets built only for their projects. Economic benefits must be shown after netting out land, infrastructure and utility concessions and incentives could be linked to outcomes such as jobs, renewable energy use, efficiency and local procurement.

The document does not say whether the framework is formally adopted or binding on states.

WHY IT MATTERS FOR UPSC & STATE PCS

NITI Aayog's Frontier Tech Hub and Deloitte India released the Data Centre Evaluation Framework on 14 October 2026, amid fast industry growth and local opposition over water, power and land. On the same day, MoS for Electronics and IT Jitin Prasada said a dedicated national data centre policy is being prepared.

Standard News

The Missing Ledger: Why NITI's Data Centre Framework Is Really an Accounting Reform

Here's what's actually happening inside a data centre. Thousands of servers turn electricity into computation and every watt they use ends up as heat. That heat must be removed continuously and in most designs water does the removing. So a data centre is best understood as a machine that converts three local resources into one global service:

  • power, for the servers and for cooling - water, to carry the heat away - land, near grids and fibre The computation can serve users anywhere in the world. The water and power are drawn from one district.

Two Numbers That Tell You the Real Cost

The industry measures this conversion with two ratios.

  • Power Usage Effectiveness (PUE) divides the facility's total power by the power reaching the IT equipment. The Uptime Institute puts the industry average at about 1.52. That means roughly half as much energy again goes into cooling and overhead as into computing itself.
  • Water Usage Effectiveness (WUE) measures litres of water per kilowatt-hour delivered to IT equipment. The global average is estimated at about 1.8-1.9 L/kWh, while highly efficient sites target below 0.4. The analogy of a factory holds up to a point. A data centre consumes inputs and emits waste heat like any plant. It breaks down on the benefit side: a hyperscale facility can be capital-heavy yet employ relatively few people once built. That gap between local cost and local benefit is exactly what the new framework targets. The scale is already real. CEEW estimates Indian data centres used about 150 billion litres of water in 2024. A single 100-MW hyperscale facility can need up to 2 million litres a day for cooling and the CEA projects data centre power demand of up to 17 GW by 2031-32.

What NITI Is Really Asking States to Do

The states have been competing on concessions such as cheaper power, stamp duty waivers and subsidised land. The Centre added a 21-year tax holiday for eligible foreign cloud providers in Budget 2026-27. What was missing was a ledger. The framework supplies three accounting rules:

  1. Net value, not gross value. States must show a project's economic benefits after subtracting the land, infrastructure and utility concessions they give away.
  2. Water counted across seasons and decades. Approvals should rest on 20-30-year seasonal water assessments, with existing users protected. A facility that looks fine in the monsoon may compete with households in May.
  3. Developers pay for their own wires. Grid assets built only for one project should be funded by its developer, not socialised across consumers. Incentives, in turn, can be tied to measurable outcomes: jobs, renewable energy use, efficiency and local procurement. The limit is in the fine print. The document does not say whether it is formally adopted or binding on states. A ledger only works if someone chooses to keep it.
For the exam, the insight is that the AI boom has turned data centres into a resource-governance question. NITI's contribution is not a ban or a cap but an accounting discipline and its force depends entirely on whether competing states are willing to apply it to themselves.

Quick Facts

Key numbers & takeaways — revise these first

  • Framework: Data Centre Evaluation Framework to Help States Plan for Sustainable Growth Released by: NITI Aayog Frontier Tech Hub with Deloitte India, 14 October 2026 Five pillars: Power and energy, Water and cooling, Site and community, Economic value, Governance Nodal ministry proposed for central audit: Ministry of Electronics and Information Technology Data centres in India: 271 as of January 2026 (CEEW report, February 2026) Installed capacity: about 1.57 GW in August 2026 Projected capacity by 2030: 4.5 to 6.5 GW Water used by Indian data centres in 2024: about 150 billion litres CEA projection of data centre power demand by 2031-32: up to 17 GW Mumbai holds about 25 per cent of India's data centre facilities Union Budget 2026-27: 21-year tax holiday for eligible foreign cloud service providers using India-based data centres

Beyond The Headlines
GS Paper 3 NITI Aayog's data centre evaluation framework - linking state approvals and incentives to verified water, power and net public value

Connect the dots for your UPSC preparation.

Standard news covers the event. Log in to read our comprehensive analysis and uncover the hidden constitutional, structural, and ethical dimensions of this topic:

1

The structural causes behind the subsidy race: why competitive federalism pushes states to give away land, power and tax concessions before counting water

2

A concrete look at the risks, from 150 billion litres of annual water use to 17 GW of projected power demand and who bears them locally

3

A critical analysis of the framework's biggest weakness: non-binding guidance against states competing for the same investors

4

Short and long term reforms, including mandatory WUE disclosure, seasonal water caps and linking central incentives to state compliance

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