Today, the traditional model of relying exclusively on massive, centralised hyperscale campuses is giving way to a new infrastructural asset – the edge data centre. These are highly distributed, low-latency IT facilities strategically positioned right at the periphery of the network, close to where data is actively being generated and consumed by end-users. For telecom operators (telcos) and tower companies (towercos) in India, adapting to this new reality is not merely a routine hardware or technology refresh. Instead, it marks a profound strategic repositioning that could very well dictate their market relevance and revenue trajectories during the next decade.
Rising telco play
Witnessing the ever-expanding market growth potential in edge data centres, telecom operators are aggressively attempting to evolve into value-adding compute providers. India’s two dominant private telcos, Bharti Airtel and Reliance Jio, have both undertaken initiatives to build out edge computing infrastructure, though their specific strategies reflect their distinct network architectures and corporate priorities.
Airtel is moving primarily through its dedicated data centre subsidiary, Nxtra, focusing on a distributed micro-data centre model that is firmly anchored to the company’s existing network points-of-presence (PoPs). Nxtra currently manages a portfolio of over 120 edge facilities spanning more than 65 cities, serving as a critical complement to its 14 national hyperscale campuses. Recognising the shifting demand curve, the company announced a strategic push in mid-2025 to expand its edge footprint even deeper into Tier-3 and 4 cities. This expansion is largely driven by content delivery network (CDN) operators and over-the-top streaming platforms demanding high-performance, low-latency environments to deliver digital services. A key example of Airtel’s edge deployment strategy is its collaboration with IBM. By rolling out IBM Cloud Satellite and Red Hat OpenShift across 120 of its network data centres in 20 different cities, Airtel is positioning itself to securely host highly latency-sensitive enterprise workloads directly at the network edge.
On the contrary, Reliance Jio is pursuing a fundamentally different technical path, capitalising heavily on the specific capabilities of its stand-alone (SA) 5G network architecture. Jio is currently deploying multi-access edge computing (MEC) nodes directly at its radio access network (RAN) aggregation points and 5G core locations. At present, the company has deployed these MEC capabilities across more than 50 of its SA 5G facilities nationwide. The objective is to position critical compute resources within milliseconds of the end-user, optimising network performance for demanding applications such as immersive media, internet of things and high-definition video analytics.
Meanwhile, the state-owned operator, Bharat Sanchar Nigam Limited (BSNL), represents a contrasting strategic model, one rooted in raw infrastructure depth and national reach rather than sheer capital intensity. Through a targeted partnership with Echelon Edge to handle operations support system/business support system management across its eastern and northern zones, BSNL is actively modernising its capabilities. It has also engaged in practical, joint deployments, such as launching a commercial private 5G network tailored for the Amlohri open cast coal mines in Madhya Pradesh. While operating at a measurably slower pace than its private-sector competitors, BSNL is beginning to experiment with pilot edge projects, smartly tapping into its extensive, nationwide government fibre backbone and existing PoP footprint.
The towerco advantage
Telecom operators are not the only entities vying for a share of the edge data centre market. Towercos, too, are lining up to as they possess a distinct and powerful advantage. Collectively, India’s towercos operate a staggering footprint of more than 700,000 physical sites across the country. In principle, this massive, highly distributed asset base is perfectly suited for immediate edge computing deployments. A standard telecom tower site already features many of the critical prerequisites required to house IT infrastructure, that is, reliable power feeds, industrial battery back-ups, secure physical enclosures, and increasingly, high-capacity fibre optic connectivity. Because these towers maintain a deep, pervasive presence in both dense urban centres and sprawling semi-urban zones, towercos are incredibly well-positioned to host low-latency computational workloads. In many operational scenarios, physically retrofitting an existing tower site proves vastly more economically efficient than acquiring new land and initiating greenfield construction.
Indus Towers has explicitly started including edge infrastructure into its immediate financial planning. The company’s announced capex commitments intended to support global 5G roll-outs deliberately include funding for integrated digital solutions and prefabricated micro data centre modules. The company acknowledges that its tower sites are technically primed to accommodate these micro-data centre units. These specialised modules arrive equipped with integrated IT racks, precision environmental cooling, and dual AC and DC power feeds, making them highly capable of supporting everything from MEC servers and localised caching nodes to sophisticated artificial intelligence (AI) inference modules. When paired with essential network upgrades such as network slicing frameworks and software-defined networking, these formerly passive tower sites could seamlessly evolve to handle highly dynamic, multi-tenant cloud workloads.
Furthermore, towercos bring a suite of inherent structural and operational advantages to the edge ecosystem. They already possess long-standing master service agreements with major telcos, vast institutional experience in physically managing highly distributed asset portfolios, and deep, hard-won expertise in navigating the complexities of local right-of-way (RoW) clearances. This specific combination of competencies gives them a highly credible value proposition to act as neutral hosts for edge infrastructure.
Rising third-party deployments
While telcos and towercos currently dominate the industry narrative, a massive parallel wave of hybrid and third-party deployments is actively addressing critical infrastructure gaps, particularly in Tier-2 and 3 geographies where traditional telco networks might be somewhat less prominent. For example, STT GDC India recently started the construction of its first dedicated edge facility in Jaipur. This expansive 165,000-square-foot site is engineered to deliver 6 MW of IT capacity, heavily tailored toward supporting high-density AI processing workloads. As facilities of this nature are inherently vendor-agnostic and multi-tenant, they foster a collaborative ecosystem. Enterprises, CDN providers, hyperscalers and competing telcos can share physical space in these environments, which vastly improves their interconnectivity, while simultaneously lowering their individual capital burdens.
Another distinctive structural model emerged in May 2026, when Techno Digital, working in a strategic collaboration with RailTel, officially commissioned a new edge data centre in the Mumbai metro area. Built to exacting Rated-III infrastructure standards, this facility creatively utilises RailTel’s sprawling, government-owned optical fibre backbone to deliver enterprise-grade operational reliability at a highly optimised cost footprint. This specific public-private partnership highlights a rapidly growing industry trend, wherein non-traditional infrastructure entities ranging from railways and power utilities to public sector corporations are actively entering the edge computing market to monetise their existing RoWs and dormant fibre assets.
Simultaneously, massive global hyperscalers are actively decentralising their traditionally rigid operational footprints in India. Rather than strictly building colossal campuses in every geographic region, platforms such as Amazon Web Services are embedding smaller edge nodes directly within telco and third-party infrastructure. By aggressively launching local zones in cities such as Kolkata and Delhi, hyperscalers can position essential storage, AI inference and compute capabilities at existing RAN aggregation sites, essentially bringing the public cloud to within milliseconds of user demand.
Policy push
Crucially, none of this expansion would be viable without a highly favourable and evolving policy and regulatory environment. The Draft National Data Centre Policy, 2025, combined with the official infrastructure status recently granted to the broader data centre industry, has unlocked vital financial mechanisms. Developers can now readily access the external commercial borrowing route and secure critical long-tenor debt at highly competitive interest rates.
Perhaps the most pivotal policy milestone was the Department of Telecommunications (DoT) officially notifying standard edge computing protocols in 2026. This highly anticipated move provided the fragmented industry with a unified, cohesive architectural framework for seamlessly integrating cloud and edge environments. By establishing this essential technical certainty, the government has essentially cleared the regulatory runway for telcos to blend their network functions with localised edge computing, allowing them to finally monetise their distributed assets by offering high-speed compute-as-a-service to local enterprises.
Adding to this momentum is a potent financial incentive introduced in the Union Budget 2026-27. The budget proposed a 20-year tax holiday specifically targeting foreign cloud service providers that utilise Indian data centres to serve their global clientele. Such lengthy, fixed tax holidays are exceedingly rare on the global stage, and this aggressive policy mechanism is a clear, calculated bid by the Indian government to scale up hyperscale AI workloads within its borders. This dynamic will, in turn, inevitably trigger massive downstream demand for distributed edge facilities to handle real-time peripheral processing and localised inference for these massive global platforms.
Structural challenges and the way ahead
Despite the undeniable market momentum and highly favourable policy conditions, deploying complex edge infrastructure at a truly national scale remains fraught with profound structural challenges. The most glaring and immediate issue is energy. Power quality and raw grid availability remain highly inconsistent across many of India’s Tier-2 and 3 cities, ironically, the exact locations where new edge coverage is most desperately needed.
Furthermore, standardisation remains a critical friction point across the industry. With such a diverse cast of stakeholders such as hyperscalers, digital infrastructure providers, telcos, towercos and private enterprises all contributing proprietary pieces to the edge ecosystem, achieving true technical interoperability across various hardware platforms, orchestration layers and monitoring systems is a complex, continuously evolving struggle. While DoT’s 2026 edge computing standards represent a massive leap forward in theory, translating those guidelines into seamless, real-world implementation will require intense, sustained commercial and technical coordination among all involved parties.
Finally, the fundamental economics of edge deployments pose a unique hurdle. Deploying thousands of highly distributed micro-facilities requires massive, immediate upfront capex. Because the eventual financial returns on these investments are often highly fragmented and distributed across multiple different players in the value chain, developing innovative risk-allocation and cost-sharing models is absolutely essential for the edge to become commercially viable on a pan-India scale.
The organisations that ultimately dominate this lucrative space in the coming years will be those capable of intelligently synergising these complementary strengths either through internal structural evolution or aggressive strategic partnerships.
