The Ultimate Guide to AI Infrastructure
A curated Asian 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.
Asian AI Infrastructure News
Regional stories with direct local relevance
Gonka eyes AI chips to tackle compute concentration
The move could widen access to AI infrastructure, but Gonka says any chip design will need to prove it can beat current economics before manufacture.
Vertiv opens Singapore centre for AI infrastructure
Operators facing surging AI demand can now test integrated cooling and power systems at a new Singapore facility for dense computing workloads.
ZanKore secures USD $3.1 billion loan for AI build
Banks are backing one of Asia's largest AI infrastructure financings, as ZanKore funds 100 MW of GPU capacity for Indonesia and the region.
Firebird signs Kazakhstan deal to expand AI infrastructure
The project could bring 45,000 NVIDIA Grace Blackwell GPUs to Kazakhstan by 2027, bolstering the country's bid for domestic AI models.
Tanium extends endpoint management to NVIDIA AI kit
Enterprises using local AI hardware will gain unified oversight of inventory, patching and compliance as Tanium plugs a longstanding management gap.
Delta unveils AI modular data centre for NVIDIA Vera Rubin
Operators in Southeast Asia could speed AI capacity builds as Delta's modular system pairs liquid cooling with 800 VDC power for NVIDIA Vera Rubin.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Flexxon invests in Tech4Biz for secure server build
InfrOS launches tool to adapt cloud infrastructure for AI
MongoDB launches Atlas Agent Engine for production AI
Gartner forecasts AI strain on services, costs & jobs
LG's 2.6MW cooling unit wins NVIDIA DSX qualification
Featured News
Exclusive: Castrol puts data centre experts behind CORE
The shift towards AI-ready liquid cooling is prompting Castrol to target new-build data centres and costly retrofits across Asia Pacific.
Interview: Cloudera says AI agents reshape zero trust
Enterprises must update identity controls as software agents generate more requests and need tightly time-limited access to sensitive systems.
VAST Data targets AI data sovereignty with DataEnclave
Enterprises and governments could run AI on sensitive data without exposing it, as the technology targets sovereignty rules across APAC.
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.
Managing energy, water constraints critical to Australia's AI ambitions
Policy should focus on technology inside new data centres, as an expert says smarter regulation could curb power and water strain while supporting AI growth.
Expert Columns
AI agents will multiply your inference bill. Is your enterprise ready?
The Next Evolution of Data Centres Isn't Technology. It's People
Building Infrastructure for an AI World in Motion
Why AI's real cost is bigger than the invoice
Fluent is not factual: Why AI needs verified data in APAC
How businesses can avoid widespread harm from cloud outages
AI's data centre overhaul forcing a network rethink
The data center math has changed
AI fuels M&A deals across Australia & Southeast Asia
Building trusted access into Australia's next generation of data centres
Interviews
Interviews and video coverage from the networkRecent AI Infrastructure News
Schneider Electric launches modular AI data centre design
Rising demand for AI computing is pushing operators towards repeatable builds, and Schneider Electric says its new modular design can speed deployments.
CrowdStrike expands ties with Dynatrace & CoreWeave
Security teams may gain faster investigations as CrowdStrike links Falcon to Dynatrace telemetry and brings protection to CoreWeave's AI cloud.
CrowdStrike & Dell launch AI Factory security package
The package aims to help enterprises secure AI systems from infrastructure to agents as they rush to deploy production workloads.
Melbourne overtakes Sydney in Australia data centre boom
Melbourne's faster approvals are helping it pull ahead of Sydney, as Australia's data centre pipeline expands by 5.2GW and shifts beyond the east coast hubs.
Enteligent unveils PowerCore stack for AI data centres
The stack could lift AI rack compute density by up to 50% as operators face rising power demands and heat from GPU-heavy workloads.
Google launches llm-d 1.0 for distributed AI inference
The open-source stack aims to cut latency and boost accelerator use for AI workloads that now arrive in bursts and compete with interactive requests.
Google Cloud backs Reflection's Beam for coding agents
Developers could see faster, cheaper agentic coding sessions after Google Cloud added day-one support for Reflection's open-weight Beam model.
Cerebras to bring fast AI inference to Oracle cloud
The addition will give Oracle Cloud Infrastructure customers a faster option for AI agents, with Cerebras inference due in calendar year 2027.
Oracle expands NVIDIA AI cloud with Vera Rubin systems
Customers will soon get broader access to NVIDIA Vera Rubin systems on Oracle Cloud Infrastructure, as the pair scale AI capacity for training and agents.
AMD & Meta expand AI partnership with Helios systems
Meta is boosting the computing base for its frontier models with AMD hardware, while AMD will invest USD $1 billion in the equity offering.
Visko runs live AI video model on Google Cloud TPU
The startup said its Orbis system can keep a live video stream ahead of real time, with each chunk finishing before the previous one ends.
Viridis Data unveils off-grid model for tighter rules
Governments tightening energy and water rules are pushing data centre operators toward smaller sites that avoid grid delays and local backlash.
Salience Labs raises USD $125m in Bullhound-led round
Demand for AI data centre networking is drawing major chip investors as Salience Labs plans to expand manufacturing and Silicon Valley operations.
Vertiv & Deloitte issue guide to AI infrastructure
As AI projects move from pilots to production, the guide warns that power, cooling and connectivity limits may decide where workloads can run.
Oracle to offer Google TPUs on OCI Cloud from 2027
Enterprise users will gain another AI chip choice in OCI from 2027, as Oracle becomes the first hyperscale cloud outside Google to host TPUs.
NTT DATA expands AI Factory network to Singapore & Paris
The new sites give businesses a place to test AI projects on security, governance and cost before committing to wider rollouts.
Akuity adds fleet management to Kargo Enterprise beta
The feature aims to ease a growing bottleneck for platform teams releasing changes across hundreds of Kubernetes clusters and edge devices.
Nvidia backs open standards for AI factory builds
The move could let data centre builders use common blueprints for high-power AI systems, easing deployment of racks up to 250kW.
Enteligent launches modular power stack for AI racks
It aims to ease a growing power bottleneck in AI data centres, where operators are struggling to fit more compute into the same rack space.
WWT & DDN launch AI storage design for NVIDIA Vera Rubin
It aims to ease power and planning bottlenecks for AI campuses by matching storage to GPU racks and cutting recomputation delays.