The Ultimate Guide to AI Infrastructure
A curated Indian edition of TechDay 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
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.
D2C Insider summit spotlights AI's role in consumer brands
AI is moving from side project to core strategy for consumer brands as founders seek sharper margins, faster sales and better operations.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Check Point named Leader in Gartner hybrid mesh firewall
AI drives enterprise storage demand as data piles up
RavenDB launches Quill for AI agents on SQL databases
Coder launches Agent Relay for Cursor in private preview
JLL appoints Mikhail Jaura to head Asia Pacific research
Featured News
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
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
Panchamia urges shared AI development for developing nations
Developing nations risk costly dependence unless they share AI infrastructure, cybersecurity entrepreneur Kunal Panchamia told a Geneva forum.
Sify launches 'Your Move' campaign for enterprise AI
Businesses weighing AI rollouts now face choices on infrastructure, data and governance as Sify targets firms moving from trials to deployment.
Blue Cloud wins USD $150 million SpaceX Malaysia deal
The 18-month pact could boost Blue Cloud's overseas revenue as it expands its US unit's role in AI, security and data-centre services.
India leads global AI workplace readiness, JLL says
Fewer than one in five Indian firms have started changing office space despite AI readiness outpacing global peers, JLL said.
STT GDC India launches Jaipur data centre in Rajasthan
The new site gives enterprises and government users in Jaipur access to local co-location as demand for cloud and AI capacity grows.
TCS opens Bengaluru AI lab for industrial autonomy
Manufacturers and transport firms will be able to test AI systems in Bengaluru before deployment, cutting risk in live industrial operations.
ESDS launches Swaraj Cloud for Indian regulated sectors
Indian banks and government bodies get a domestic cloud option as ESDS seeks to ease data-residency compliance and speed deployments in minutes.
MongoDB adds AI retrieval tools for regulated firms
Regulated firms can now keep AI retrieval inside MongoDB, cutting latency and compliance headaches as it rolls out new search tools.
Constl names Nidhi Pandey as Chief Information Officer
The hire supports Constl's fibre expansion in India, where better internal systems are becoming crucial for serving telecom and cloud customers.
HCLTech leads Sarvam's USD $150 million Series B close
The round values the sovereign AI start-up at USD $1.5 billion as it seeks funding for research and compute to expand across key sectors.
Nvidia & Reliance to Build AI Infrastructure for India
Nvidia and Reliance are partnering to build AI infrastructure in India, aiming to position the nation as a global AI innovation hub.
Databricks adds adaptive retrieval model for AI agents
Databricks has introduced an AI retrieval model that adjusts search depth to query complexity, aiming to reduce latency on simpler requests.
Alibaba Cloud, Cambricon join PyTorch Foundation board
Chinese AI groups gain formal sway over PyTorch's direction, as developers seek support across more chips and cloud environments.
Red Hat AI 3.5 adds safety tools for enterprise AI
Enterprises can now monitor and govern AI systems more closely as the new release adds benchmarking, compliance reporting and GPU controls.
Red Hat AI 3.5 expands AI safety and observability tools
Enterprises get new governance, monitoring and multi-tenant controls as Red Hat targets safer, scalable AI use beyond pilot projects.
Bitget launches GPU rental-price perpetuals for traders
Retail traders can now bet on AI chip rental costs, as Bitget opens around-the-clock perpetuals tied to Nvidia GPU indices.
Google warns cyber attackers are moving to agentic AI
Attackers are compressing intrusions into hours, leaving defenders less time to spot and stop credential-harvesting campaigns.
KDDI cuts Buffmee AI latency by 38% after overhaul
Users of Buffmee will get faster, better grounded answers after KDDI reduced response latency by 38% and improved first-token speed.
HPE deepens Oracle tie-up on AI data centre networking
The multi-year rollout aims to ease bandwidth and latency bottlenecks as Oracle scales GPU-heavy cloud clusters across its global AI estate.
Tuned Global boosts music ingestion tenfold with AWS
Onboarding large catalogues now takes days rather than weeks, as the platform can ingest up to 20 million tracks a day after its AWS overhaul.