The Ultimate Guide to AI Infrastructure
A curated Australian 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.
Australian AI Infrastructure News
Regional stories with direct local relevance
Macquarie Government launches Azure practice for agencies
Australian agencies can now tap managed Azure services as Macquarie Government broadens its cloud offer amid pressure to modernise securely and cut costs.
SCX.ai launches AUD $40m ASX float for AI infrastructure
The Australian AI infrastructure provider is betting on onshore data control as it seeks AUD $40 million from investors in a fully underwritten float.
Australia lags on AI governance as adoption races ahead
Only 22% of Australian organisations say they are ready to govern AI safely, as spending and use surge across daily operations.
KCD Melbourne 2026 unveils Kubernetes speaker line-up
Registrations are open as Australia's cloud native community gears up for a larger 2026 gathering focused on production lessons and peer exchange.
Data centre influx applies pressure on AU emissions targets
Australia's net zero goal faces fresh strain as billions flow into data centres that could lift power demand, water use and emissions.
AI data centre boom lifts approvals in NSW & Victoria
Investment in AI infrastructure is boosting building work, with non-residential approvals jumping 41% in NSW and Victoria in May.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Gartner forecasts AI spending to hit USD $64bn in 2026
NTT DATA named market shaper in Gartner physical AI
IDC survey flags networking bottlenecks for agentic AI
Grafana Labs named leader in Gartner observability report
Alation launches AI operating system for enterprise trust
Featured News
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.
Agentic AI creates enterprise challenge beyond LLM boom
Enterprises face rising costs and governance gaps as thousands of AI agents begin operating alongside staff across multiple systems.
The new workforce: AI agents to work in concert with humans
AI agents are set to reshape hiring and team structures, pushing firms towards global talent pools and outcome-based work.
Exclusive: Virtuozzo sees GPU clouds reshape AI infrastructure
AI demand is pushing cloud providers towards GPU-as-a-service models, with efficiency and utilisation emerging as key differentiators.
Marvell targets AI connectivity bottleneck with NVIDIA boost
AI data centres are hitting copper limits, pushing Marvell and Nvidia towards optics as clusters grow larger and more distributed.
Expert Columns
Interviews
Interviews and video coverage from the networkRecent AI Infrastructure News
Interactive appoints data & AI leaders for strategy
The appointments underline a push to turn in-house AI trials into customer services, with governance and reliability now central to growth.
Subco launches SMAP cable linking Australia's capitals
Australia's digital economy gains a major boost as a 5,000 km subsea route adds redundancy and capacity across the main capital cities.
Australia's resilience problem isn't redundancy. It's shared infrastructure
Shared fibre routes can leave supposedly redundant links exposed to the same outage, a risk growing as AI workloads demand uninterrupted connectivity.
In AI, control is the real advantage
Australian firms risk losing AI advantage if core models and pricing stay offshore, as sovereign control becomes a resilience and trust issue.
Australia has high AI agency in eight capabilities
The findings suggest Canberra should target funding where it has leverage, as the country ranks highly in just eight of 103 AI capabilities.
Vocus upgrades Adelaide-Perth fibre route to 400 Gbps
Customers can now buy native 400 Gbps links on the Adelaide-Perth corridor as Vocus quadruples capacity on a key backbone route.
AWS data centre to use recycled water in Melbourne
The deal could save millions of litres of drinking water a year as growing data-centre demand strains supplies in western Melbourne.
EthicAI launches Selma as Australian firms seek AI control
Concerns over overseas access have pushed Australian agencies towards locally controlled AI, as a US order left some users abruptly cut off.
Spaceship urges investors to back AI beneficiaries
AI adoption could lift earnings for software and cybersecurity groups even as businesses trim staff and automation threatens more jobs.
AI hardware buyers turn to colocation for capacity
Rising power, cooling and space demands are forcing firms with AI kit to seek colocation sites instead of squeezing hardware into old server rooms.
Firmus and SUBCO to build Tasmania fibre cable link
Tasmania is set for its first new subsea fibre link in more than 20 years, boosting resilience and adding a direct Sydney route.
OpenAI unveils tools to rein in enterprise AI costs
Businesses are under pressure to widen AI use without blowing budgets, as OpenAI adds efficiency, pricing and governance controls.
SHARON AI & VAST Data launch sovereign AI supercluster in Melbourne
SHARON AI and VAST Data launch a sovereign AI supercluster in Melbourne, boosting secure, scalable AI for Australian enterprises and government bodies.
Exclusive: Sysdig and BitMEX sound alarm on AI-powered crypto threats
AI's rise is reshaping crypto security as attacks surge; firms face a relentless battle to protect assets amid complex, AI-driven threats and automation.
Whale lands USD $40 million to drive global AI expansion
The funding will help Whale expand enterprise AI deployments across North America, Asia-Pacific, the Middle East and Europe.
Mithra AI launches to verify enterprise AI responses
Businesses using AI face growing pressure to prove answers are accurate and authorised, as Mithra AI adds cryptographic checks to enterprise data.
Aon expands data centre insurance cover to USD $5 billion
Rising demand from AI and cloud projects is driving broader protection for data centre developers, operators and lenders.
FM warns of rising risks to power generation assets
Rising electricity demand from data centres and electrification is worsening the odds of costly breakdowns in ageing power plants.
AMD expands Azure AI infrastructure deal with Microsoft
Microsoft will widen Azure's AI capacity as AMD's Helios rack system and Venice processors are added across chips, networking and software.
Nutanix to show AMD-powered enterprise AI infrastructure
Businesses shifting from AI pilots to production may cut costs and tighten control as Nutanix backs private infrastructure for heavier workloads.