IndustriesUpdated Sep 14, 20269 min read

India's AI Data Center Buildout in 2026: Where the Projects Are and Who They Create Pipeline For

Announced AI data center projects in India for 2026, from Hyderabad to Mumbai, and the vendors, buyer roles and outreach steps they open up for B2B firms.

Short answerIndia's 2026 AI data center pipeline is led by announcements in Hyderabad, where TCS subsidiary HyperVault plans a campus of up to 1 GW at Bharat Future City and Fortune plans a hyperscale park at Kandukur, alongside Google's gigawatt-scale hub in Visakhapatnam, AM AI Factory's approved 512 MW project and Maharashtra's 5.7 GW target for 2032. Most of this is announced, not built. Vendors should map sponsors, find the buying committees behind still-open decisions such as power, construction and tenants, and time outreach to milestones.

India's announced AI data center projects for 2026 cluster around Hyderabad, Visakhapatnam, Mumbai and Gujarat, led by TCS subsidiary HyperVault's planned campus of up to 1 GW at Bharat Future City and Fortune's hyperscale park at Kandukur. Most are announcements, approvals or early construction, not live capacity. They create pipeline for system integrators, cloud and data partners, cooling and power suppliers, and cybersecurity and SaaS vendors.

Every project below is cited to a company release, a state government order or a reputable outlet, with dates. Figures appear in the currency each source used, and targets are labeled as targets.

The announced AI data center projects

Status as of September 14, 2026. None of these campuses is fully built, and capacity and investment figures are sponsor or government statements.

ProjectLocationSponsorAnnounced capacity or investmentTarget dateSource
HyperVault AI data center campus (announced September 5, 2026)Bharat Future City, near Hyderabad, Telangana; 264 acresHyperVault AI Data Center Limited, a TCS subsidiary, and partnersUp to 1 GW; planned investment of up to Rs 70,000 croreInauguration targeted for June 2, 2028MediaNama, September 7, 2026
Fortune Data Center Park (announced September 10, 2026)Kandukur Mandal, Ranga Reddy district, Hyderabad Metropolitan Region; about 170 acresFortune Hospitality & Infra LLP, through its SPV Sudeeksha Estates LLP, with global data center operators and hyperscalersIT load of 1,200 to 1,600 MW across four modules; initial outlay of Rs 60,000 crore, possibly Rs 1 trillion at full build-outNot statedBusiness Standard, September 10, 2026
AWS data center, Hyderabad Region expansion (groundbreaking July 15, 2026)Bharat Future City, TelanganaAmazon Web ServicesSite figure not given in the release; part of Amazon's plan to invest over US$21 billion in cloud infrastructure in India from 2026 to 2030Not statedAbout Amazon India, July 15, 2026
Google AI hub (announced October 14, 2025; groundbreaking April 28, 2026)Visakhapatnam, Andhra PradeshGoogle, with AdaniConneX and Nxtra by AirtelGigawatt-scale; $15 billion over five years (2026 to 2030)Investment period runs through 2030Google Cloud, April 28, 2026
AM AI Factory green integrated AI data centre (state approval reported August 22, 2026)Amanam village, Bheemunipatnam mandal, Visakhapatnam districtAM AI Factory (Vizag) Pvt Ltd512 MW; over Rs 31,387 croreWithin two years and four months, per the state government orderBusiness Standard, August 22, 2026
Reliance Industries AI data centre (state clearance reported May 6, 2026)Andhra Pradesh; Deccan Herald reported Visakhapatnam, citing state government sourcesReliance Industries LtdRs 1,08,010 crore project cleared by the State Investment Promotion Board; Reliance announced a 1 GW AI data centre for the state in November 2025Not statedDeccan Herald, May 6, 2026
L&T Vyoma green data centre (agreement signed February 20, 2026)Dholera Special Investment Region, GujaratLarsen & Toubro Vyoma, under an agreement with the Gujarat government250 MW; Rs 25,000 croreOperations expected by 2028News On AIR, February 20, 2026
L&T Vyoma AI-ready data centre (groundbreaking January 21, 2026)Mahape, Navi Mumbai, MaharashtraLarsen & Toubro Vyoma40 MW first facility of a planned 100 MW campus; investment not statedNot statedL&T, January 21, 2026
STT GDC India Palava campus (groundbreaking reported March 18, 2026)Palava, Mumbai Metropolitan Region, Maharashtra; 46 acresST Telemedia Global Data Centres (India)50 MW initial IT load, scaling to about 400 MW; INR 5,000 crore under an October 2025 MoU with the Maharashtra governmentNot statedW.Media, March 18, 2026
Maharashtra statewide pipeline (statement of September 3, 2026)MaharashtraGovernment of Maharashtra, per Kaustubh Dhavse, chief advisor for investments and strategy to the Chief MinisterMore than $300 billion of data center investment interest; 5.7 GW of capacity by 20322032Business Standard, September 3, 2026

Hyderabad: two large announcements in five days

HyperVault said it acquired 264 acres for a campus designed for high-density, liquid-cooled computing for AI developers and hyperscale cloud operators, with about 7,000 direct and indirect jobs expected. Chief Minister A. Revanth Reddy asked for completion within 21 months, targeting June 2, 2028. HyperVault had earlier secured Rs 18,000 crore from TPG. Five days later, Fortune announced its Kandukur park, and Business Standard reported that Telangana's data center investments this year, including HyperVault, Amazon at Bharat Future City and UPC-Volt, may cumulatively reach around Rs 1.5 trillion.

Mumbai: the incumbent hub keeps expanding

Maharashtra already hosts most of India's capacity, by the state's own account 66 percent. Dhavse also said data centers need two fundamental things, power and water. New campuses keep arriving around the city. L&T Vyoma's Navi Mumbai facility uses direct-to-chip liquid cooling and is built for build-to-suit, enterprise and NeoCloud workloads, and STT GDC India's Palava campus is designed to scale to about 400 MW of IT load for AI and high-density computing.

Read announcements as announcements

MediaNama pointed out that HyperVault's September 5 announcement did not include a signed power purchase agreement, land use and environmental clearances, a named construction or EPC partner, confirmed anchor tenants or a financing breakdown. It also noted that large data center announcements in India have not consistently turned into operational capacity on the projected timelines. For vendors, those gaps are useful: they show which decisions are still open.

Why the buildout matters for B2B demand

Sponsors are describing what they will need

The announcements are unusually specific about infrastructure. Fortune says its park is planned around 2,000 MVA of sanctioned power from TGTRANSCO, a carrier-neutral fiber backbone, treated greywater for cooling, closed-loop cooling for high-density AI computing, and long-term solar and wind power purchase agreements. Its four modules are meant for AI, cloud, colocation and high-performance computing workloads. HyperVault and the Telangana government described renewable energy and water-neutral cooling. Google's original announcement included new transmission lines, clean energy generation, energy storage and a subsea gateway in Visakhapatnam. Each of these is a buying decision with owners, budgets and suppliers.

Hyperscale tenants are expanding in the same corridors

AWS broke ground at Bharat Future City on July 15, 2026 as part of expanding its Hyderabad Region. Fortune says it is developing its park with global data center operators and hyperscalers. Google is building its hub with AdaniConneX and Nxtra by Airtel, and its October 2025 announcement said the hub would help large enterprises and Indian startups build and scale AI-powered solutions.

Enterprises are building AI into core systems

At Global Fintech Fest in Mumbai, NPCI launched two agentic AI platforms on September 10, 2026, Business Standard reported. AiNxt lets organizations build and deploy AI agents with a bring-your-own-model approach. AtOM automates integration, change management, partner onboarding, testing and certification across ecosystems such as UPI, using digitally signed, machine-readable interactions to support compliance and audit. NPCI did not say where these platforms run. They do show banks and payment service providers being asked to work with agentic AI, which means integration, data and security work for their vendors.

Who it creates pipeline for

The table below pairs each vendor type with what the public record supports and the roles worth targeting. Roles vary by sponsor, so confirm them account by account.

Vendor typeWhat the announcements point toBuyer roles to target
System integrators and network partnersCarrier-neutral fiber and independently operable modules at Kandukur; no named construction or EPC partner yet at HyperVaultProject director, head of data center design and delivery, CTO or head of engineering at the developer, EPC procurement lead
Cloud and data partnersAWS Hyderabad Region expansion; Google's gigawatt-scale hub; campuses built for AI developers and hyperscale cloud operatorsCIO, head of cloud and infrastructure, data platform and AI leads at enterprise tenants; partner and alliance managers at AWS and Google Cloud
Cooling, power and facility technology firmsLiquid cooling at HyperVault and L&T Vyoma; closed-loop and greywater cooling, 2,000 MVA sanctioned power and renewable power agreements at FortuneHead of MEP or critical facilities engineering, energy and power procurement lead, sustainability head, facilities operations director
Cybersecurity vendorsCERT-In Directions list data centers among entities that must report covered incidents within 6 hours of noticing them; multi-tenant campuses serve hyperscalers and AI developersCISO, head of physical and OT security, compliance and risk lead, tenant security architects
SaaS companiesParks designed for many tenants and workload types, from colocation to build-to-suit and NeoCloud, plus water and renewable energy commitments to trackCOO or head of operations, commercial and customer success heads at operators, finance leads, sustainability reporting lead

Sector detail sits on our system integrator, SaaS and cybersecurity pages.

How to build pipeline around the buildout

  1. Map projects and sponsorsTrack each campus, SPV and partner.
  2. Identify buying committeesDeveloper, EPC, operator and tenant.
  3. Build account listsTier sponsors, partners and tenants.
  4. Time outreach to milestonesApprovals, awards, groundbreakings, events.
  5. Use partner ecosystemsHyperscaler and construction partners.
  6. Lead with proofRelevant delivery, not generic claims.

1. Map projects and sponsors

Start with the table above and keep it current. Record the operating entity, not just the brand: HyperVault AI Data Center Limited rather than "TCS," Sudeeksha Estates LLP as Fortune's project SPV, AdaniConneX and Nxtra by Airtel as Google's construction partners, and TPG as a HyperVault investor. Note each project's status: announced, approved, groundbreaking or operating.

2. Identify buying committees

One campus holds several committees. The developer decides design, power and cooling. The EPC or construction partner buys packages. The operator runs facilities, security and tenant services. Tenants buy cloud, data, AI and security services for their own workloads. Match your offer to one committee first, and watch for the missing pieces MediaNama listed, such as construction partners and anchor tenants, since each announcement adds a new account.

3. Build account lists

Build three tiers: sponsors and operators, construction and integration partners, and likely tenants, including enterprises in banking, payments and technology that are building AI systems. Hyperscaler partner directories help with the second and third tiers; our partner account lists resource explains how. Then run the top tier as account-based marketing, with content written for each committee.

4. Time outreach to milestones and events

Milestones give a reason to write: state approvals, land allotment, power agreements, construction awards, groundbreakings and tenant announcements. AM AI Factory's government order sets a two years and four months completion window, and HyperVault's target is June 2, 2028, so specification and procurement decisions come well before either date. For events, India Mobile Congress runs October 7 to 10, 2026 at Yashobhoomi, New Delhi, with agenda pillars that include AI infrastructure economics, edge and cloud, and cybersecurity. Pre-booked meetings work better than booth traffic, and our Q4 2026 event calendar lists other shows worth planning around.

5. Use partner ecosystems

Much of this demand flows through partners. AWS and Google Cloud partners can position in-region migration and AI workloads, and co-marketing funds can pay for the campaigns; see our AWS MDF guide. Software vendors can reach operators and tenants through integrators already on site, as covered in our guide to SI channel go-to-market.

6. Lead with proof

Data center buyers are engineers and risk owners. Lead with delivery evidence that matches their decision: a cooling retrofit, a network build, a migration or a security program, with scope and outcome. Keep claims verifiable, and never imply a relationship with a sponsor that does not exist. For multi-practice integrators, split the proof by practice: the SystemSoft case study shows pipeline built practice by practice, each with its own accounts, content, sequences and events, so a CISO and a data leader each see evidence for their own decision.

Where Lemniscate fits

Lemniscate Growth builds revenue pipeline for system integrators, cloud and data partners, cybersecurity and SaaS companies, with a delivery team in Hyderabad, close to the Bharat Future City and Kandukur projects. See our India, Hyderabad and Mumbai pipeline generation pages. Book a free growth audit and we will map which of these projects fit your offer, which committees and roles to reach, and which milestones to build outreach around.

FAQ. Quick answers.

Still unsure? Ask us directly.

What are the biggest AI data center projects announced in India in 2026?

In Hyderabad, HyperVault, a TCS subsidiary, announced on September 5, 2026 a campus of up to 1 GW at Bharat Future City with planned investment of up to Rs 70,000 crore. Fortune announced a park at Kandukur on September 10 with an initial outlay of Rs 60,000 crore. Google broke ground on its gigawatt-scale Visakhapatnam hub on April 28, and Andhra Pradesh approved AM AI Factory's 512 MW project in August.

When will the TCS HyperVault campus in Hyderabad be ready?

No build schedule has been published. Telangana Chief Minister A. Revanth Reddy asked the company to complete the project within 21 months, targeting an inauguration on June 2, 2028, Telangana's formation day. MediaNama noted that the September 5 announcement did not include a phased capacity plan, a power purchase agreement, clearances, a named construction partner or confirmed anchor tenants, so treat the date as a target.

How much data center capacity does Maharashtra have and plan?

On September 3, 2026, Kaustubh Dhavse, chief advisor for investments and strategy to the Maharashtra Chief Minister, said the state accounts for 66 percent of India's data center capacity, has received more than $300 billion of investment interest and would have 5.7 GW of capacity by 2032. He was speaking at a Naredco investors' summit in Mumbai, as reported by Business Standard.

Which B2B vendors can build pipeline from India's AI data center projects?

Five groups have a clear reason to engage: system integrators and network partners working with developers and EPC firms; cloud and data partners serving hyperscale tenants and enterprises; cooling, power and facility technology firms, since sponsors describe liquid cooling, closed-loop water systems and renewable power; cybersecurity vendors, because CERT-In reporting rules cover data centers; and SaaS companies selling operations, tenant and reporting software to operators.

Who are the buyers inside an AI data center project?

Buying sits across several organizations. The developer or sponsor has project directors, heads of design and engineering, energy procurement and sustainability leads. EPC and construction partners hold package procurement. Operators run facilities, security and commercial teams. Hyperscale and enterprise tenants bring CIOs, cloud and AI platform leads and CISOs. Map each project to these groups before writing a single sequence.

How should vendors time outreach to announced data center projects?

Tie outreach to public milestones rather than the announcement alone: state approvals, land allotment, power agreements, construction partner awards, groundbreakings and tenant announcements. Events help too. India Mobile Congress runs October 7 to 10, 2026 at Yashobhoomi, New Delhi, with agenda pillars that include AI infrastructure economics, edge and cloud, and cybersecurity, so book meetings with target accounts several weeks ahead.

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