India Wants the World’s AI. Who Will Pay the Power Bill?

 

BIZ MASALA  |  SIGNATURE STORY

The data-centre boom promises investment and digital sovereignty. But electricity, clean power and water are becoming the real tests of whether that opportunity can be built without shifting costs to households.

By Murthy ASR  |  Biz Masala  |  14 October 2026

A data-centre campus depends on more than servers: it needs reliable power, cooling, water management and grid infrastructure. Illustrative image created for Biz Masala.

THE BIG PICTURE  A proposed National Data Centre Policy could become the rulebook for who pays for new electricity infrastructure, how clean power is sourced, and whether water-stressed communities get a say. The announcement is a signal of intent—not yet a set of binding safeguards.

A $200 billion opportunity with a very physical footprint

On 14 October, Union Minister of State for Electronics and Information Technology Jitin Prasada said India’s green-power generation was struggling to keep pace with the requirements expected from AI and related technologies. At a Central Electricity Authority event in New Delhi, he also announced that the government was preparing a dedicated policy for data centres. He warned that India did not want a situation in which the electricity appetite of data centres left ordinary consumers paying more.

The government sees data hosting as a $200 billion opportunity, tied to investment, digital infrastructure and the ambition to keep more of the world’s data in India. That figure is an opportunity estimate cited in reporting—not a guaranteed investment total, a government budget, or money already committed.

The business case is easy to understand. Data centres house the computing power behind cloud services, digital payments, streaming, enterprise software and increasingly AI training and inference. Their appeal depends on dependable electricity, fast connectivity, land, predictable approvals and competitive operating costs. But a server farm is not weightless simply because the product it sells is digital. It occupies land, draws power around the clock and must remove heat continuously.

The capacity curve—and the next demand curve

Official figures from the Ministry of Electronics and Information Technology put India’s installed data-centre capacity at about 375 MW in 2020 and around 1,575 MW in 2026. A separate government statement citing the Central Electricity Authority estimated data-centre power demand could reach about 17 GW by 2031–32. An earlier parliamentary answer cited 13.56 GW for the same horizon. These estimates differ; they should not be silently blended into a single forecast. The policy challenge is to make assumptions, scenarios and updates transparent.

Chart: reported installed capacity, not actual electricity consumption. The 2025 figure is rounded (“around 1,500 MW”) in the official release. Demand estimates for 2031–32 are discussed separately because they measure a different concept and vary by source.

What households need the policy to guarantee

The minister’s consumer-protection warning raises a practical question: when a large data centre arrives, who funds the substations, transmission upgrades, backup capacity and grid balancing it requires? The answer matters even if a data centre’s own electricity tariff is negotiated separately. Network costs can be spread through regulated tariffs, utility investment plans and public infrastructure decisions. The distribution of those costs depends on tariff design and regulation; a project’s arrival does not automatically mean household bills will rise.

A credible policy could require large new facilities to disclose expected load profiles, ramp-up schedules and their contribution to grid-upgrade costs. It could establish transparent connection rules, protect reliability for existing consumers, and reward projects that bring additional clean generation and storage rather than merely claiming renewable-energy certificates. It should also distinguish a contractual green-power purchase from the physical reality of delivering reliable electricity every hour.

That distinction is crucial. Solar and wind generation can be abundant at particular times and places but variable across hours and seasons. Data centres, especially those running high-performance AI workloads, need dependable power. Storage, transmission, flexible computing loads, demand response and firm low-carbon generation can help bridge the gap. The policy should measure actual performance—emissions, clean-energy matching and peak demand—not only promises or annual averages.

Green power is not just a procurement checkbox

India is adding renewable capacity rapidly, but generation growth, transmission capacity and round-the-clock supply are different challenges. A data-centre operator may sign a renewable power purchase agreement and still rely on grid power when its contracted source is unavailable. A more meaningful framework would disclose how much electricity is matched with clean generation by time and location, what backup systems are used, and how carbon emissions are accounted for.

The CEA’s long-term planning and the government’s existing green open-access and transmission initiatives provide pieces of the framework. The new policy’s value will depend on whether it joins these pieces into a clear, enforceable set of expectations for developers, power utilities and state governments.

Water: the local licence to operate

The infrastructure debate is also a local one: communities need clear information on water sourcing, groundwater permissions, noise, construction impacts and the reliability of local utilities. Illustrative image created for Biz Masala; not a photograph of a specific project or protest.

Data centres use water differently depending on climate, cooling design and operating conditions. Evaporative and adiabatic systems may consume water; direct-to-chip and immersion cooling move heat through liquid systems but do not automatically mean every facility has zero water use. Closed-loop systems recirculate coolant and can reduce ongoing water demand, though facilities may still need water for heat rejection, cleaning or other uses. The right question is not whether a technology is labelled “advanced”; it is how much freshwater a specific facility withdraws and consumes, where it comes from, and what happens during drought or local scarcity.

In August, the government told Parliament that Indian facilities were increasingly adopting direct-to-chip liquid cooling, adiabatic cooling, immersion cooling and closed-loop systems. It also said groundwater extraction is governed by Ministry of Jal Shakti guidelines. Separately, the Environment Ministry stated that data centres do not automatically require environmental clearance as a standalone category under the EIA notification; some projects can require clearance when covered by the building-and-construction or township provisions. That regulatory detail matters: a national policy should not imply that every data centre currently passes through one uniform, facility-specific environmental review.

Reports of local opposition near planned projects in the Mumbai region and Visakhapatnam underline the importance of early disclosure and consultation. The concerns reported include electricity, water, noise, wildlife and land-use questions. Companies have disputed allegations of wrongdoing and say they use technologies to reduce resource use. Those are competing claims, not a substitute for publicly accessible data and independent monitoring.

Closed-loop liquid cooling and other designs can improve thermal management, but performance must be evaluated through measured water use, energy use and operating conditions. Illustrative image created for Biz Masala.

Six tests for the National Data Centre Policy

Policy test	What should be disclosed or protected?
1. Household bill firewall	Clear rules on who pays for dedicated grid connections and upgrades; transparent treatment in utility tariffs.
2. Clean power with proof	Time- and location-aware reporting of renewable matching, emissions and backup power; avoid relying only on annual certificates.
3. Grid readiness	Require credible load forecasts, phased commissioning plans and coordination with transmission and distribution utilities.
4. Water budget	Facility-level disclosure of freshwater withdrawal and consumption, source, recycling, cooling design and drought contingencies.
5. Local accountability	Public access to approvals, monitoring results, complaint channels and emergency plans; meaningful community consultation.
6. Performance, not promises	Publish comparable indicators such as power usage effectiveness, water usage effectiveness and carbon intensity, with independent verification.

The unanswered questions

The minister did not specify the policy’s release date or detailed provisions in the announcement reported on 14 October. The central unanswered questions are therefore straightforward: Will it be binding or advisory? Will it apply nationally or mainly guide states? Will it set mandatory energy and water disclosures? Will large facilities pay a defined share of grid upgrades? And will communities be able to inspect facility-level resource-use data? Until the draft is published, these remain tests for the policy—not features that can be assumed to exist.

The Biz Masala Take

India should not have to choose between AI investment and consumer protection. But it cannot secure both through investment announcements alone. Data sovereignty is meaningful only if the country can host data reliably, affordably and responsibly. That requires power planning, clean generation, storage, transmission, transparent tariffs and water rules to move at the same speed as server construction.

The policy should make one principle unmistakable: the commercial benefits of the AI economy should not be privatised while its electricity and water costs are quietly socialised. Data centres can bring investment and strategic capability. Their licence to grow, however, must rest on evidence that households and local communities are not being asked to subsidise the infrastructure behind someone else’s digital future.

REPORTING NOTE  This article separates official figures from projections and reported local concerns. The $200 billion figure is described as an opportunity estimate, not realised investment. Official sources published different estimates of data-centre power demand for 2031–32 (13.56 GW and about 17 GW); the discrepancy is disclosed rather than reconciled without evidence. Images are illustrative, generated for this story, and do not depict verified locations or events.

Sources and further reading

·       Reuters, 14 October 2026 — India to roll out data centre policy as concerns grow over power use — https://www.reuters.com/world/india/india-roll-out-data-centre-policy-concerns-grow-over-power-use-2026-10-14/

·       Moneycontrol, 14 October 2026 — India to roll out data centre policy to shield consumers from higher power bills — https://www.moneycontrol.com/artificial-intelligence/india-to-roll-out-data-centre-policy-to-shield-consumers-from-higher-power-bills-article-14051903.html

·       Ministry of Electronics & IT / PIB, 6 August 2026 — Government highlights rapid expansion of data centre capacity — https://www.pib.gov.in/PressReleasePage.aspx?PRID=2295483&lang=2&reg=48

·       Ministry of Electronics & IT / PIB, 12 August 2026 — Sustainable growth of data centres through energy-efficient and clean-energy measures — https://www.pib.gov.in/PressReleasePage.aspx?PRID=2298108&lang=1&reg=48

·       Ministry of Environment, Forest and Climate Change / PIB, 6 August 2026 — Effective use of water in AI data centres — https://www.pib.gov.in/PressReleasePage.aspx?PRID=2295675&lang=1&reg=6

·       Ministry of Electronics & IT / PIB, 13 March 2026 — Data-centre capacity and estimated electricity demand — https://www.pib.gov.in/PressReleasePage.aspx?PRID=2239616&lang=2&reg=48

·       The Hindu BusinessLine — Green power generation struggling to keep pace with AI growth, says Jitin Prasada — https://www.thehindubusinessline.com/info-tech/green-power-generation-struggling-to-keep-pace-with-ai-growth-says-jitin-prasada/article71582991.ece

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