The demand for artificial intelligence (AI) is growing at an unprecedented pace. The rapid adoption of AI, cloud computing and digital transformation across industries is expected to accelerate global data creation to approximately 612 zettabytes by 2030, as per PwC estimates. No single centralised architecture can efficiently process this volume. As a result, edge computing has emerged as one of the most defining infrastructure elements of this decade.
This shift creates a significant opportunity for edge computing, particularly in AI inferencing, the stage where a trained model analyses new data and returns a result. Inferencing can run across a broad spectrum of computing environments, from processors embedded in mobile devices to large-scale public cloud infrastructure. Yet not all inference will run on centralised systems. Applications that require real-time responses and enterprises that prioritise data sovereignty are increasingly pulling compute closer to the user.
The edge data centre market reflects this demand directly. Local processing mandates in more than 40 countries are steering budgets towards distributed architectures that keep data within national borders. Operators are also deploying renewable microgrids that can reduce electricity costs by 15-20 per cent, turning sustainability into a competitive lever. Moderate competition prevails as hyperscale incumbents such as Microsoft and Oracle compete with focused specialists including EdgeConneX and Vapor IO. Despite short-term cost inflation, capital flows remain strong.
A look at how the edge story is unfolding across key regions globally…
North America emerges on top
North America remains the dominant market for edge data centres globally, with the US alone accounting for 40-46 per cent of global market share. The increasing adoption of 5G, internet of things (IoT), AI-driven applications and private networks across telecom, manufacturing, healthcare and autonomous systems has cemented this position. The US edge data centre market is forecast to reach $18 billion-$19 billion in 2026, growing approximately 25 per cent from a 2025 baseline of $15 billion.
The region stands out for its edge build-out strategy. Rather than relying primarily on greenfield developments, operators have anchored edge nodes to existing infrastructure, including tower sites, carrier-neutral exchange points and fibre points of presence. For instance, Vapor IO’s Kinetic Grid platform deploys micro data centre modules at cell tower sites across more than 32 US cities with a 90-day deployment cycle per site. American Tower, which manages nearly 150,000 communication sites globally, has integrated edge data centre nodes into its tower infrastructure to support 5G and AI applications.
Canada adds a distinct dimension to the regional market. Cologix, which operates more than 45 hyperscale edge data centres and interconnection hubs across 12 North American markets, is currently commissioning its MTL8 facility in Montreal. The project, valued at approximately CAD 240 million, is LEED Gold-certified and powered by 100 per cent hydroelectric power from Quebec’s grid, a renewable-energy advantage that gives Canada’s edge ecosystem a structural cost edge over US markets constrained by power pricing.
Europe turns constraints into strategy
Europe’s edge market is being shaped as much by what operators are doing as by what policymakers are implementing. AtlasEdge, the European edge platform jointly owned by Liberty Global and DigitalBridge, has been the most active builder on the continent over the past 12 months. In May 2026, it secured a Euro 1.2 billion financing facility, the largest in its history, to accelerate expansion across Portugal, Germany, Austria, the Netherlands, Switzerland and the UK. The company is targeting more than 150 MW of European edge capacity, including a 30 MW campus under development in Lisbon, at an investment of more than Euro 500 million, and a 42 MW facility in Vienna to meet demand from Central and Eastern Europe.
AtlasEdge’s strategic pivot is instructive. In December 2025, it sold nine smaller data centres across Madrid, Barcelona, Milan, Zurich, Paris, Amsterdam, London, Leeds and Copenhagen to Templus, a Spanish operator making its first international acquisition. The aim was to concentrate capital in fewer, larger campuses rather than maintaining a spread of smaller city-centre sites. Assets are trading, strategies are being refined and new operators are entering the market, signalling the growing maturity of Europe’s edge market.
A key factor driving operators towards secondary markets is grid access, particularly across the FLAP-D hubs of Frankfurt, London, Amsterdam, Paris and Dublin. Capacity constraints are redirecting investment towards Warsaw, Milan and the Iberian Peninsula, where power is more readily available and modular builds are economically viable. Europe’s edge expansion is largely being driven by its own infrastructure limitations.
Asia-Pacific accelerates on its own terms
Asia-Pacific is the world’s fastest growing edge region, generating approximately $9.5 billion in 2025 and accounting for 24 per cent of global edge capacity. The market is expected to grow at a CAGR of 17.3 per cent from 2026 to 2033, with each sub-market deploying edge for different reasons.
Digital Edge, a pan-Asia platform backed by Stonepeak, raised more than $1.6 billion in new capital in early 2025 and closed a further $575 million holding company financing in May 2026, with proceeds earmarked for expansion in South Korea, Japan, India and Southeast Asia. The platform now spans 24 data centres across nine countries with more than 1.1 GW of secured IT power. Further, in March 2026, Digital Edge and B.Grimm Power broke ground on a 100 MW campus in the Eastern Economic Corridor, as part of a $1 billion investment plan to support AI and cloud workloads across Southeast Asia.
Japan is concentrating new capacity around Osaka as a secondary hub to Tokyo, driven by faster grid access and submarine cable connectivity, significantly reducing delivery timelines. NTT Global Data Centres launched a 30 MW facility in the Kansai region in 2025 as part of its broader campus expansion. In Australia, Leading Edge Data Centres has plans to expand its footprint in Victoria and Queensland to cater to approximately 85 per cent of the country’s regional population over the next two years.
The policy focus across Southeast Asia is data localisation. The ASEAN Framework on Cross-Border Cloud Computing, endorsed in January 2026, introduced Trusted Data Corridors to accelerate in-country edge investment. Meanwhile, Thailand approved $3.1 billion in data centre applications at a single BOI board meeting in January 2026, confirming that sovereign policy is translating into deployment capital at speed.
The Middle East bets big on edge infrastructure
The Middle East is deploying edge and data centre infrastructure at a pace that other regions cannot easily replicate. Regional capacity is projected to triple from approximately 1 GW in 2025 to 3.3 GW by 2030, according to PwC Middle East and FTI Consulting.
Khazna Data Centres, the UAE’s dominant operator and a subsidiary of G42, runs 24 facilities in the UAE with additional developments under way in Saudi Arabia and Turkey. In Saudi Arabia, state-backed operator Humain is collaborating with Nvidia to deploy high-compute AI infrastructure clusters across the kingdom. More broadly, entities including G42, MGX and Humain are collectively deploying billions into AI, cloud and data centre infrastructure. These investments are supported by low electricity costs, sovereign wealth financing, streamlined permitting and a geographic position at the intersection of Europe, Africa and Asia. Dense submarine cable connectivity further strengthens the country’s position in the digital infrastructure space.
India at a crossroads
India’s edge market is growing, but from a small base. Capacity is projected to triple from approximately 60-70 MW in 2024 to 200-210 MW by 2027, as per ICRA estimates. A hub-and-spoke model is beginning to emerge, with hyperscale campuses in coastal metros and smaller edge facilities spreading into secondary and tertiary cities. RailTel’s national optical fibre network, spanning over 60,000 route km with more than 9,300 points of presence, forms the backbone of a public-private partnership-based programme to establish edge data centres at 102 Tier 2 and Tier 3 locations, backed by an investment of over Rs 5 billion. This infrastructure-anchored approach mirrors Vapor IO’s strategy in the US and Cologix’s approach in Canada. It is the most efficient route for India to achieve rapid geographic coverage.
The global experience points India towards four clear priorities. The first is to anchor deployment to existing infrastructure rather than build greenfield projects, since pre-existing assets such as India’s rail fibre backbone are the fastest route to achieving broad geographic coverage. International operators have demonstrated that by attaching edge nodes to existing tower sites and telecom-heritage real estate. The second priority is policy harmonisation as India’s divergent state-level frameworks risk creating the same frictions that have slowed deployment in Europe. The draft National Data Centre Policy 2025, with its proposed tax exemptions, infrastructure status and single-window clearance, needs consistent implementation across states. The third is to embed sustainability from the start, making treated wastewater and liquid cooling as default design choices in water-stressed geographies, rather than introducing expensive retrofits later under pressure. The fourth, and perhaps most structurally important, is to build the skills pipeline in parallel with physical infrastructure because edge capacity without trained operators is stranded capacity. If left unaddressed, India’s current workforce gap in data centre and AI operations roles will limit the real-world utility of new facilities.
India’s edge ambition is not about replicating Western capacity at scale. It is about building a distributed digital grid that reaches every geography where data is generated and consumed. The global deployments of the past year show that the regions moving fastest are those that have aligned physical infrastructure, operator strategy and talent in the same direction, at the same time. That alignment is India’s competitive advantage.
