India’s A.I. Future Requires a New Approach to Groundwater Governance
The implications of mismanagement extend far beyond groundwater depletion. Foreign investors have withdrawn a record $30 billion from Indian equities so far in 2026. Regional data suggests investors have relocated their withdrawals across Taiwan and South Korea’s AI and semiconductor ecosystems.
According to the UN Report on Global Water Bankruptcy 2026, “long-term water use has exceeded renewable inflows and safe depletion limits” such that previous water supply levels “cannot be restored”. As the largest extractor of groundwater in the world (245-251 Billion Cubic Meters), India sits at the center of this challenge –– accounting for more consumption than China and the United States combined (each pulling roughly 112 BCM annually).
A 2025 Ministry of Water (Jal Shakti) Groundwater Resource Compilation found that groundwater supplies 64% of India’s agricultural irrigation, 85% of its rural drinking water, and half of all urban water consumption. Yet approximately one in four national groundwater sources are already classified as “Over-Exploited”, “Critical” or “Semi-Critical”. Alarmingly, the report underscores rapid depletion in agricultural hubs such as Punjab, Haryana, Maharashtra, Tamil Nadu and Karnataka.
India is concurrently pursuing an ambitious AI strategy, inviting data center creation and providing tax breaks for participating industry giants as a part of its Vikshit Bharat development agenda for 2047. In a 2026 press release, the Ministry of Electronics and Information Technology acknowledged that the planned AI infrastructure required both “electricity and water."
Yet although the release projects exact electricity demands for AI and large-scale data centers and outlines the infrastructure needed to support it, it provides no comparable projection of water demand or framework for integrating groundwater availability into AI infrastructure planning.
India Planning for AI Without Planning for Its Water
This seeming disconnect in policy has the potential to transform a manageable water crisis into a gradual developmental catastrophe. The consequences would compound rapidly –– depleting aquifers could hinder agricultural production and rural water security, consequently driving up grain and produce pricing nationwide; all while forcing cities and industries to compete for increasingly scarce supplies.
Without accounting for these constraints, India’s planned AI expansion ––designed to create jobs and build India’s strategic leverage in a critical technology–– could be limited by the very resource it failed to plan for. Simply put, India cannot continue to rely on stressed and depleting aquifers to feed and hydrate its population while simultaneously pursuing AI-industrial transformation at its intended scale.
India’s current regulatory attempts are not without merit. In 2020, the Ministry of Water launched the Atal Bhujal Yojna (ABJ) to improve resource management in 229 groundwater blocks across 7 “water-stressed” states. The program aimed to map and budget water using existing localized governance structures, reporting measurable gains in groundwater levels in 180 out of 229 blocks 2 years into the pilot program.
Yet critically, despite the promise of the ABJ initiative and the existence of the National Aquifer Mapping and Management Programme (NAQUIM), a quarter of nationwide groundwater sources remain in danger of depletion.
ABJ’s most monumental contribution was proving that localized governance can tackle the depletion. The issue remains one of scale. Government reports highlight a precise and thorough district-level measuring capability, but appraisal alone cannot curb extraction. What is missing is an institutional mechanism that translates this scientific capacity into coordinated local governance across districts.
The Lesson From Global High-Stress Regions
The OECD’s case study of Israel’s water allocation frameworks is particularly instructive here. Not because India can mimic its geographical planning, but because it can replicate the strategy behind its governance.
Israel’s 2050 National Water Master Plan, near-universal metering of consumable water, coupled with its enforceable extraction quotas and coordinated sectoral water-budgeting, has gradually reduced freshwater overexploitation despite growing climatic stress and geographical necessities. Notably, 87% of wastewater is systemically treated and re-dispersed across agricultural and residential outposts through planned allocations informed by surveyed demographic needs. In a desert with little to no freshwater reserves, the country has reached a position where it consistently boasts a 20% national water surplus.
Some critics argue that Israel’s small size makes it incomparable to India, rendering any successful policy in the former impossible to implement in the latter. The opposite is true. Israel’s model demonstrates that effective water governance depends on local accountability and specialized district-wise budgeting and allocation. The initial success of the ABJ pilot program suggests the same principle holds in India.
Groundwater is managed aquifer to aquifer and well to well, not through uniform national policy. Hence India’s challenge is no longer proving that localized resource management works, but rather scaling it through existing district institutions.
Scale What India Already Knows Works
The solution doesn’t require the creation of any new machinery; rather, it could benefit from the cooperation of existing frameworks. The Ministry of Water already knows which groundwater resources are the most endangered, and the government has already laid out plans for designated AI Data Center zones in target states.
Overlaying groundwater-stress maps with planned AI infrastructure would reveal where India’s next industrial expansion could end up competing directly with farms and households for the same depleting aquifers. These areas could be designated “Groundwater Bankruptcy Districts” and managed through an expanded ABJ model within NITI Aayog’s Aspirational Districts (ADP) framework. Designed precisely to turn national priorities into district-level action, the ADP brings Central and state schemes together, assigns responsibility across government, gives district administrations measurable targets and tracks their progress through a common data system accessible to the public.
Applied to the groundwater problem at hand, the ADP’s institutional machinery could be combined with ABJ’s successful strategies to require each high-risk district to manage the demand through disciplined water budgets, enforceable extraction limits and planned, need-based distribution underpinned by detailed surveying in congruence with local panchayats and district government machinery.
The implications of mismanagement extend far beyond groundwater depletion. Foreign investors have withdrawn a record $30 billion from Indian equities so far in 2026. Regional data suggests investors have relocated their withdrawals across Taiwan and South Korea’s AI and semiconductor ecosystems. While their success is driven by a plethora of factors, both Taiwan and South Korea have paired industrial technology policy with government electricity and water management initiatives, signaling long-term planning and sustainability. While not decisive on their own, these policies strengthen long-term investor confidence in the sustainability of advanced industrial growth.
India already has the maps, monitoring systems and institutional foundations needed to manage its impending groundwater crisis. The present challenge is connecting them to deliver long term water security that supports agriculture, life and technological growth alike.
Scaling ABJ through existing district-level governance frameworks could turn aquifer data into enforceable water budgets and extraction limits, ensuring that new AI and industrial investments are directed toward areas with the capacity to sustain them. Without that coordination, India risks building its next growth engine on a resource it is steadily exhausting.
(The author is a recent UC Berkeley graduate who writes with a keen focus on data-driven solutions to policy problems in inequitable societies. He has contributed to policy research and design at institutions including the Vidhi Centre for Legal Policy and the National Commission for Women. The views expressed are personal. He can be contacted at dilsen@berkeley.edu )

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