The Ultimate Guide to AI Infrastructure
A curated Indian edition of IndustrialDay news, analysis, interviews, reviews, job moves, and related resources for AI Infrastructure.
What to know about AI Infrastructure
AI Infrastructure explores the hardware, software, and systems that make modern artificial intelligence possible. This tag covers everything from compute and storage architectures to networking, data pipelines, and observability stacks that keep AI workloads reliable and efficient.
Stories here dig into practical questions: how to design scalable training and inference clusters, choose between GPUs and emerging accelerators, manage feature stores, and orchestrate distributed workloads. You’ll find discussions of MLOps practices, cost optimization, performance tuning, and the trade-offs behind different infrastructure patterns.
Whether you’re building a new AI platform or evolving an existing stack, this tag helps you understand the components, constraints, and design decisions that sit underneath AI products. Reading these pieces will give you concrete examples, architectural patterns, and lessons learned that you can apply to your own systems.
Indian AI Infrastructure News
Regional stories with direct local relevance
Blue Cloud named partner for Bhubaneswar AI centre
The proposed AI hub in Bhubaneswar will gain industry backing and mentoring support as Blue Cloud commits INR 4 crore to the project.
Forrester says India enterprises favour hybrid cloud
Most Indian firms now run workloads across public, private and on-premises systems, as cost, resilience and sovereignty concerns reshape cloud plans.
TCS-backed HyperVault plans AI campus in Hyderabad
The 1GW project could create thousands of jobs and cement Hyderabad's pitch as a hub for AI infrastructure and hyperscale computing.
India data centre capacity set to hit 6 GW by 2029
Vacancy is tightening as cloud and artificial intelligence demand drives a projected USD $110 billion build-out across India by 2029.
Blue Machines AI launches Aurora for Indian BFSI calls
Banks and insurers in India may cut transcription errors on EMI amounts and policy numbers as a multilingual model targets noisy calls.
Constl secures USD $90 million for India fibre rollout
The long-term funding will help Constl expand fibre capacity for hyperscalers and data centres as India's AI build-out accelerates.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Cloudera named leader in Asia Pacific sovereign AI
AI drives bigger data storage needs, Western Digital study
Setting the standard for safe, scalable AI
Exclusive: ABBYY flags data readiness as AI barrier
Google Cloud named Leader in Forrester cloud assessment
Featured News
Interview: Cloudera bets on hybrid AI growth in JAPAC
Banks and large enterprises in Asia-Pacific are rethinking cloud-first AI plans as costs, sovereignty and regulation favour hybrid deployments.
Future of AI is distributed infrastructure built on open source
Rising AI demand is exposing cloud bottlenecks, as firms eye in-house open source systems to cut costs and limit vendor lock-in.
Open source is powering the next generation of frontier AI
Rising inference demand and custom hardware needs are pushing AI infrastructure beyond standard cloud setups, boosting open source tools.
John Margerison on the new class of employee: AI managers
Businesses should treat AI like a new hire, as weak oversight could expose sensitive data and leave staff needing fresh skills to stay relevant.
Expert Columns
The data center math has changed
Fewer servers, more performance: The new logic of the modern data center
AI is creating a semiconductor boom. But who will keep it running?
Most pharma AI is borrowed, ours is built
Why AI infrastructure planning must happen now
Why organisations in Asia Pacific are rethinking their AI deployment strategies
How Schneider Electric and NVIDIA are redefining AI data center design
Interviews
Interviews and video coverage from the network
Recent AI Infrastructure News
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VAST launches confidential AI system for sensitive data
It lets regulated firms run AI on sensitive data without exposing customer records or model weights to infrastructure operators.
Business AI spending rises 406% at Revolut Business
Companies are treating AI like a recurring operating cost, with monthly business spending up 406% and average outlay far above retail users.
Nutanix buys Ryax to boost hybrid AI workload orchestration
Enterprises could cut AI running costs as the deal aims to ease GPU shortages and simplify workload scheduling across hybrid systems.
OpenSearch survey flags AI infrastructure vendor worries
Technology leaders are prioritising vendor-neutral AI systems as 83% of organisations run or plan AI workloads, a survey found.
Olas says new forecasting model matches GPT-4.1 benchmark
Forecasting error fell by about a fifth after Olas trained an open-weight model on 214,529 real prediction-market records.
Forrester warns AI growth will strain energy & water
By 2027, AI expansion is set to drive up power and water costs, while forcing tougher rules on data centre building and funding.
Fastly launches AI firewall & runtime control tools
Machine-generated traffic is driving up costs and security risks as Fastly adds controls for AI systems now moving into production.
Google Cloud launches M4N instances for Oracle workloads
Enterprise Oracle users could cut licensing and infrastructure costs as Google Cloud adds high-memory M4N instances tuned for heavy I/O workloads.
Nvidia touts AI data centre software to boost output
Utilities and cloud operators could squeeze more AI work from fixed power budgets as Nvidia's DSX software lifts throughput and cuts demand.
Nvidia backs AI power efficiency push with new deals
Electricity is becoming the main bottleneck for AI data centres as new Nvidia partnerships aim to raise output per megawatt.
Google Cloud launches Filestore agent volumes for AI
The service aims to cut storage overheads for firms running thousands of AI agents, while keeping workspaces isolated and quick to spin up.
Google warns AI is reshaping cyber attacks & defences
Attackers are exploiting AI tools to speed intrusions and drain cloud resources, pushing defenders towards machine-speed security operations.
GSMA warns rising handset costs could widen AI divide
Billions already within coverage risk missing AI-era services as entry-level smartphones become less affordable in low-income markets.
Bolt.new launches Forge for Pro users with open models
Developers get 50 times more open-model usage at no extra cost, as Bolt.new seeks to curb dependence on costly closed AI systems.
Forrester urges firms to prioritise practical AI governance
Enterprises face mounting risks from AI outages and hidden governance costs as Forrester says day-to-day operational needs now outrank frontier fears.
Google launches open-source Agent Substrate on GKE
Teams running AI agents at scale could save idle compute and tighten isolation as Google opens Agent Substrate on Kubernetes Engine.
Google Cloud adds pause & resume to Dataflow batch jobs
Interrupted batch workloads can now resume where they stopped, potentially cutting wasted compute and delays for Google Cloud customers.
AWS adds OpenAI's GPT-6 Astra to Bedrock for business
Businesses can now run OpenAI's latest frontier model on AWS without managing infrastructure, as Bedrock gains access to GPT-6 Astra.
AI pushes storage to the top of IT leaders' agenda
Most firms are underprepared for AI as storage demands rise, with data quality and infrastructure now overtaking compute as the main bottlenecks.
Versos launches NVIDIA NeMo agents for video training
AI teams could cut days from video data preparation as Versos' new agents match natural-language requests to licensed footage and keep provenance attached.