Telangana’s plan to attract 8–10 GW of data-centre investment is colliding with the two urban systems that determine whether large digital facilities can operate reliably: electricity and water. The state has built a strong policy proposition around land, incentives, renewable energy and connectivity, but Hyderabad’s rising power demand and projected water shortage expose a harder implementation question—whether the city can support data-centre expansion without intensifying pressure on essential services.
The tension is visible in the numbers. Telangana recorded an all-time peak power demand of 19,543 MW last month, 23 per cent higher than on the corresponding day last year, according to the report. Within Greater Hyderabad Municipal Corporation limits, peak demand reached 4,782 MW last summer and is projected to cross 5,000 MW next summer. These figures represent the wider electricity needs of the state and city, not data centres alone, but they establish the infrastructure environment in which new high-consumption facilities would be added.
The pressure is also being shaped by weather. Higher-than-normal temperatures associated with the El Nino weather phenomenon contributed to increased electricity demand, while deficient monsoon rainfall has left major reservoirs supplying Hyderabad at low levels. That combination makes the data-centre question an urban utilities issue rather than simply an investment or technology story.
Telangana has emerged as one of India’s most attractive destinations for data-centre investment. S&P Global recently placed the state alongside Maharashtra, Uttar Pradesh and Gujarat at the top of its Data Centre Policy Attractiveness India Index. The ranking reflects Telangana’s power-related measures, regulatory support, land and capital incentives, and operational assistance.
The state’s Data Centres Policy promises dual-grid power supply, access to renewable energy, fibre infrastructure and continuous water supply for cooling systems. It also provides for renewable-energy procurement through open access, explores captive solar and wind generation, and promises electricity at generation cost for eligible data centres. These provisions are designed to address the needs of large facilities that require uninterrupted operations and predictable utility access.
But the policy commitments also create obligations for the state’s wider infrastructure network. A dual-grid connection, for example, is not only an incentive offered to a company; it requires sufficient transmission capacity and system coordination. Renewable-energy access requires procurement arrangements and dependable delivery. Electricity at generation cost may improve the investment proposition, but it does not remove the need for grid upgrades, storage, backup systems and transparent contracts.
Energy and utilities consultant Dr P. Sridhar said the ranking validated Telangana’s early policy design but cautioned against relying on incentives without adequate grid infrastructure. He called for a data-centre-specific transmission and renewable-procurement roadmap before further multi-gigawatt clusters are approved.
That demand is significant because the electricity requirement of data centres is expected to grow alongside artificial-intelligence infrastructure. The Union power ministry informed Parliament in July 2026 that AI data centres were expected to add 26.3 GW of electricity demand by 2031–32. The additional requirement is expected to be integrated into the grid and met primarily through renewable energy.
The power burden of a data centre is not limited to servers. Cooling systems account for an estimated 40 per cent of a facility’s electricity consumption, according to the report. This means that a data-centre cluster creates linked requirements for generation, transmission, energy storage, backup capacity and cooling efficiency. For Telangana, attracting several gigawatts of investment would therefore require planning across the electricity system rather than treating each facility as an isolated industrial project.
The question of reliability is also broader than whether power is available at a particular tariff. IT solutions architect T. Kiran Reddy said global hyperscalers seek bankable power contracts, credible renewable supply, transparent water norms and predictable approvals, rather than only cheap land or power tariffs. His assessment points to the difference between a policy promise and a service-level commitment that investors and urban residents can actually measure.
Water presents an equally difficult constraint. Hyderabad’s domestic and industrial water supply is projected to face a shortfall of 909 million litres per day, equivalent to 240 million gallons per day, by 2027–28. The projection covers existing domestic and industrial demand; it is not a forecast of data-centre consumption alone. Its relevance to the sector lies in the fact that large data centres require continuous water access for cooling, creating a potential competition between new industrial demand and existing urban requirements.
Telangana’s policy promises continuous water supply for heavy-duty cooling systems. That commitment now has to be considered alongside low reservoir levels and the projected citywide shortage. The central planning issue is not simply whether water can be allocated to a new facility, but whether supply can remain reliable during periods when Hyderabad’s wider system is already under stress.
The report identifies several measures that could reduce the pressure: using treated wastewater wherever feasible, adopting closed-loop or liquid-cooling systems, disclosing water consumption and conducting environmental assessments. Reddy also called for recycled water, dry coolers where possible and water audits as part of the approval process. These measures shift the discussion from guaranteed freshwater access to the design and monitoring of cooling systems.
This is where the institutional structure of the policy becomes important. Telangana’s investment proposition brings together energy procurement, urban water supply, land allocation, fibre connectivity, environmental review and regulatory approvals. These responsibilities are unlikely to sit with a single department or utility. Without coordinated standards, a project may receive an investment incentive while the city remains unclear about its long-term electricity draw, renewable-energy source, freshwater requirement or wastewater arrangements.
The state’s competitive advantages remain substantial. Hyderabad has an established technology ecosystem, relatively lower inland costs, fibre connectivity and a growing AI-ready development pipeline. These factors help explain why Telangana ranks highly in assessments of data-centre attractiveness. Yet the same concentration of technology investment increases the importance of infrastructure planning. A cluster model can improve connectivity and operational efficiency, but it can also concentrate demand on the same transmission corridors, water systems and urban services.
The emerging data is therefore mixed rather than uniformly positive or negative. Telangana has a policy framework that addresses power, renewables, land, connectivity and water. It has also attracted high rankings for its investment environment. At the same time, the state is recording rising peak electricity demand, Hyderabad is approaching a projected 5,000 MW summer peak within GHMC limits, and the city faces an estimated 240 MGD water shortfall by 2027–28. The Union-level projection of 26.3 GW in additional AI data-centre demand shows that these pressures are likely to become more important across India.
The larger urban question is whether data-centre growth can be planned as part of the city’s infrastructure system rather than as a collection of private investment projects. The answer will depend on whether power and water commitments are converted into measurable standards: transmission plans, renewable procurement arrangements, water-source disclosures, cooling requirements, wastewater rules and predictable approval timelines.
The evidence supplied in the report confirms Telangana’s strong position in attracting data-centre investment, but it also shows that incentives alone cannot resolve capacity constraints. The next issues to monitor are the state’s proposed transmission and renewable-procurement roadmap, the treatment of water audits and environmental assessments in project approvals, and whether new facilities can rely on recycled water and energy-efficient cooling as Hyderabad’s demand continues to rise.
