Blogs
- Power & Energy Grid
The infrastructure conversation has expanded from scale to include placement, and that
- Kiara Mandavia
- AI & Machine Learning
The AI infrastructure conversation in 2026 focuses on GPU generations, power density,
- Akash
- Data Centers
Modern data centers rarely fail in dramatic ways, yet they consistently lose
- Kiara Mandavia
- Liquid & Immersion Cooling
Modern AI infrastructure no longer struggles with compute density; it struggles with
- Kiara Mandavia
- Power & Energy Grid
The expansion of artificial intelligence infrastructure no longer follows a simple supply-demand
- Kiara Mandavia
- AI & Machine Learning
The conversation about AI hardware almost always focuses on the wrong thing.
- Akash
- AI & Machine Learning
Three years ago, the conversation about AI infrastructure constraints was almost entirely
- Akash
- AI & Machine Learning
Modern AI systems embed cryptographic assumptions deep within their architecture, long before
- Kiara Mandavia
- Liquid & Immersion Cooling
Water used to be an afterthought in data center site selection. Power
- Akash
- Data Centers
The sequence of decisions in data center design used to follow a
- Akash
- AI & Machine Learning
Modern AI systems no longer end their lifecycle at the moment they
- Kiara Mandavia
- Data Centers
The semiconductor industry long equated scale with transistor density, pushing monolithic chips
- Kiara Mandavia
- AI & Machine Learning
AI demand looks explosive on paper, but the revenue behind it tells
- Kiara Mandavia
- AI & Machine Learning
The conversation about AI hardware almost always focuses on the wrong thing.
- Akash
- AI & Machine Learning
Three years ago, the conversation about AI infrastructure constraints was almost entirely
- Akash
- Data Centers
Built to Deploy, Not to Last The design philosophy of segments of
- Kiara Mandavia
- Data Centers
The data center cooling conversation has been heading in one direction for
- Akash
- Data Centers
The data center industry spent a decade getting comfortable with high-density compute.
- Akash
- AI & Machine Learning
The prevailing constraint in advanced AI systems is increasingly shifting from hardware
- Kiara Mandavia
- Sustainability
The ESG Illusion: When “Green” Stops at the Brochure Sustainability messaging in
- Kiara Mandavia
- Data Centers
The Shift No One Saw Coming The global data center landscape has
- Kiara Mandavia
- Power & Energy Grid
Transformers: The Missing Link in AI’s Power Chain AI infrastructure discussions often
- Kiara Mandavia
- Data Centers
Scale Is Easy. Clean Paths Aren’t. Modern AI infrastructure expands rapidly because
- Kiara Mandavia
- Data Centers
The colocation market spent the past three years watching hyperscalers self-build at
- Akash
- Power & Energy Grid
Three years ago, major technology companies were competing to announce the most
- Akash
- Liquid & Immersion Cooling
GPU density inside modern data center racks has increased at a pace
- Kiara Mandavia
- Data Centers
Capital deployment in data center infrastructure often begins generating financial exposure long
- Kiara Mandavia
- Data Centers
The default assumption in AI infrastructure has always favoured greenfield. Build new,
- Akash
- Data Centers
For the past three years, AI training dominated the infrastructure conversation. Building
- Akash
- Power & Energy Grid
The Queue That Doesn’t Show Up in Capacity Numbers Capacity metrics in
- Kiara Mandavia
- Uncategoried
Machine learning built its credibility on static datasets that allowed controlled iteration,
- Kiara Mandavia
- Data Centers
Telecom operators spent the last decade watching hyperscalers build the infrastructure that
- Akash
- Data Centers
The uninterruptible power supply has not changed much in thirty years. It
- Akash
- Data Centers
The construction timeline for a conventional data center has always been one
- Akash
- Liquid & Immersion Cooling
The Myth of “Zero-Cost Cooling” The narrative around ambient cooling often positions
- Kiara Mandavia
- Liquid & Immersion Cooling
Water has never featured prominently in the public conversation about data center
- Akash
- Power & Energy Grid
AI infrastructure expansion has triggered an unprecedented surge in power interconnection requests
- Kiara Mandavia
- Sustainability
India’s data centre expansion narrative continues to assume linear scalability, yet AI
- Kiara Mandavia
- Power & Energy Grid
Grid connectivity has long been treated as a proxy for stability in
- Kiara Mandavia
- Sustainability
The sustainability conversation around data centers concentrates almost entirely on operational energy
- Akash
- Data Centers
Data center network topology has historically been designed around predictable traffic patterns.
- Akash
- Data Centers
India’s data center market has entered a new phase. What once attracted
- Akash
- Power & Energy Grid
The relationship between AI infrastructure and the power grid is undergoing a
- Akash
- Power & Energy Grid
The global transition toward sustainable digital infrastructure has reached a critical inflection
- Kiara Mandavia
- Liquid & Immersion Cooling
AI data centers once expanded based on available power capacity, but the
- Kiara Mandavia
- Liquid & Immersion Cooling
Immersion cooling has spent the better part of a decade proving itself
- Akash
- Power & Energy Grid
For decades, data center infrastructure planning began and ended with one question:
- Akash
- Data Centers
Power delivery in data center design has long been approached as a
- Kiara Mandavia
- Sustainability
Beyond the Site Boundary Sustainability strategies in digital infrastructure have historically centered
- Kiara Mandavia
- AI & Machine Learning
Legacy data centers were designed around predictable, low-density compute patterns that rarely
- Kiara Mandavia
- AI & Machine Learning
Edge computing architectures promised consistent low-latency performance by placing compute closer to
- Kiara Mandavia
- AI & Machine Learning
Modern data centers no longer treat thermal conditions as a downstream concern
- Kiara Mandavia
- Sustainability
The rapid expansion of artificial intelligence workloads has elevated uptime requirements to
- Kiara Mandavia
- Neo Clouds
AI-scale datasets introduce new constraints that traditional compute-centric models cannot absorb efficiently.
- Kiara Mandavia
- Power & Energy Grid
The emergence of ultra-large AI campuses has shifted infrastructure planning toward modular
- Kiara Mandavia
- Power & Energy Grid
Site selection for digital infrastructure has entered a phase where power availability
- Kiara Mandavia
- Neo Clouds
Design-to-Deploy Pipelines: Owning the Chip Lifecycle Hyperscalers have moved beyond traditional procurement
- Kiara Mandavia
- Data Centers
Traditional data center security relied on clearly defined perimeters that segmented defense
- Kiara Mandavia
- Liquid & Immersion Cooling
Traditional data centers evolved around uniform cooling strategies that assumed consistent heat
- Kiara Mandavia
- Neo Clouds
NeoCloud providers are increasingly incorporating energy efficiency into infrastructure design decisions alongside
- Kiara Mandavia
- Data Centers
Data centres have historically treated uninterruptible power supply systems as insurance layers
- Kiara Mandavia
- Neo Clouds
Centralized data vaults once simplified storage management, yet they now impose measurable
- Kiara Mandavia
- Sustainability
The past decade saw remarkable improvements in data center efficiency, driven by
- Kiara Mandavia
- Sustainability
Operators have moved beyond once-through cooling toward recirculation systems that promise reduced
- Kiara Mandavia
- Power & Energy Grid
Energy availability has moved from a supporting variable to the primary gating
- Kiara Mandavia
- Neo Clouds
Modern AI workloads rely on tightly coupled GPU clusters that operate with
- Kiara Mandavia
- AI & Machine Learning
Robotics simulation environments aim to approximate physical reality, yet they often rely
- Kiara Mandavia
- Sustainability
The Expanding Physical Footprint of AI Infrastructure Large-scale computing facilities increasingly occupy
- Kiara Mandavia
- Liquid & Immersion Cooling
The expansion of artificial intelligence computing has begun to reshape the physical
- Kiara Mandavia
- Liquid & Immersion Cooling
Artificial intelligence has introduced infrastructure requirements that differ fundamentally from the architecture
- Kiara Mandavia
- Neo Clouds
Cloud portability has become a strategic priority for enterprises that want to
- Kiara Mandavia
- Sustainability
Environmental pressures increasingly influence how enterprises define competitiveness and long-term viability across
- Kiara Mandavia
- Data Centers
Modern data centers operate under increasing pressure to support high-density compute environments
- Kiara Mandavia
- Data Centers
Modern facilities that host large-scale artificial intelligence clusters demand infrastructure that behaves
- Kiara Mandavia
- AI & Machine Learning
For more than two decades, the colocation industry revolved around a relatively
- Kiara Mandavia
- Liquid & Immersion Cooling
Modern hyperscale facilities emerged from architectural principles developed during an earlier phase
- Kiara Mandavia
- Data Centers
Modular data centers emerged to accelerate infrastructure deployment by shifting significant portions
- Kiara Mandavia
- AI & Machine Learning
Artificial intelligence research has long associated progress with larger neural networks and
- Kiara Mandavia
- Sustainability
Artificial intelligence development has entered an era defined by large-scale model training
- Kiara Mandavia
- AI & Machine Learning
Digital services now underpin commerce, finance, healthcare, and communication across global economies.
- Kiara Mandavia
- AI & Machine Learning
Why AI Infrastructure Is Moving Beyond Data Centers Artificial intelligence infrastructure is
- Kiara Mandavia
- AI & Machine Learning
Modern artificial intelligence systems rely on massive computing clusters that require highly
- Kiara Mandavia
- Power & Energy Grid, Sustainability
Digital infrastructure expansion increasingly depends on a complex relationship between energy production,
- Kiara Mandavia
- Neo Clouds
The global digital landscape is undergoing a seismic shift as nations reevaluate
- Kiara Mandavia
- Power & Energy Grid
Understanding Hybrid Power in Data Centers Large digital infrastructure facilities require uninterrupted
- Kiara Mandavia
- Liquid & Immersion Cooling
Why Rack-Level Cooling Is No Longer Enough for AI Processors Modern artificial
- Kiara Mandavia
- Power & Energy Grid
Critical infrastructure facilities now operate in an environment where energy continuity defines
- Kiara Mandavia
- Sustainability
Digital infrastructure now shapes economic systems, urban planning decisions, and the global
- Kiara Mandavia
- Neo Clouds
Artificial intelligence initiatives rarely begin in a single environment, because business units
- Kiara Mandavia
- AI & Machine Learning
As artificial intelligence becomes more deeply embedded in enterprise systems and business
- Sanjana Mandavia
- Sustainability
As countries and utilities accelerate the shift to wind and solar power,
- Sanjana Mandavia
- Data Centers
Digital infrastructure expands across metropolitan and industrial landscapes with an intensity that
- Kiara Mandavia
- AI & Machine Learning, Sustainability
Edge intelligence no longer operates within the forgiving boundaries of centralized data
- Kiara Mandavia
- AI & Machine Learning
The term ‘AI supercycle‘ reflects a structural, multi-year investment trend driven by
- Sanjana Mandavia
- Sustainability
Modern efforts to decarbonize electricity systems depend on how efficiently renewable energy
- Sanjana Mandavia
- Liquid & Immersion Cooling
The modern data hall no longer whispers beneath raised floors and humming
- Kiara Mandavia
- Sustainability
The next transformation is unfolding inside the world’s most advanced computing environments,
- Kiara Mandavia
- Liquid & Immersion Cooling
As data centers evolve to support generative artificial intelligence and high-performance computing,
- Sanjana Mandavia
- Neo Clouds
In 2026, the global map is changing through “compute corridors”. Artificial intelligence
- Sanjana Mandavia