The Ultimate Guide to AI Infrastructure
A curated Kiwi 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.
Kiwi AI Infrastructure News
Regional stories with direct local relevance
New Zealand academics call for AI office as fears grow
With deepfakes and other harms already reaching users, academics say a dedicated office would help New Zealand regulate AI and join global talks.
Labour unveils AI plan with tougher rules in New Zealand
Public anxiety over jobs, power bills and harmful content is pushing AI to the centre of New Zealand's election campaign.
Contact & CDC explore 250 MW Stratford data centre
The proposed 250 MW facility could bring fresh jobs and new renewable generation to Taranaki, but it still needs consent, finance and tenants.
New Zealand data centre strategy backs AI expansion
Growing use of cloud and AI is driving demand for local processing, as the sector warns New Zealand risks relying on offshore systems.
Datagrid secures substation kit for Southland AI data centre
Long-lead transformers have been ordered to keep New Zealand's largest AI data centre on track for a late-2027 grid connection.
Companies must adapt to rising AI costs, tech CEO says
Rising token-based charges and compliance risks are forcing firms to monitor AI agents more closely, Fusion5's chief executive says.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Oceania lags global AI trust benchmarks, SAS finds
Check Point named Gartner leader in hybrid mesh firewall
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
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.
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Apple's Unified Memory powers Kiraa AI's rapid automation
Australian firms can speed month-end processing from days to an hour by running Kiraa AI on Macs instead of costly cloud servers.
ClickHouse customer base soars on back of AI demand
AI agents are driving a sharp rise in demand for the real-time data platform, which added 1000 customers early in 2026 to top 4000.
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.
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.
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 networkRecent AI Infrastructure News
SiteHost launches local AI platform for New Zealand
Businesses wary of offshore AI will be able to keep requests in New Zealand, with usage-based billing and no upfront fee.
Train and retain the catch cry to beat skilled labour shortage
Australia and New Zealand are facing tighter construction labour supplies as data centre, defence and Olympic projects drive demand and cost pressure.
AI could drive advances that solve the problems it brings, computer scientist suggests
Higher electricity demand from artificial intelligence could be eased if it speeds up more efficient solar panels, batteries and chips.
Physical security guidance for New Zealand data centre hopes
New government guidance warns mega data centres are now critical infrastructure, with a single breach risking banking, logistics and communications.
Asia Pacific at the forefront of AI development
Asia Pacific firms are moving from pilots to GenAI scale-up, with talent shortages and data governance now the main brakes on returns.
NIWA partners with VAST Data to upgrade climate data systems
The National Institute of Water and Atmospheric Research in New Zealand has chosen VAST Data's platform to enhance its climate data management capabilities.
What recent moves in AI mean for infrastructure
Greater investment is needed if AI is to cut costs, speed delivery and ease labour shortages across infrastructure projects.
Building a 15,000km cable from Australia to Chile
A planned link to Chile could give the Asia Pacific and Oceania faster connectivity, as suppliers are asked to price the 15,000 km Humboldt Cable.
New Zealand needs a national strategy for AI
Limited funding means New Zealand risks missing out on AI benefits unless ministers set a coordinated plan for research, safety and growth.
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.
Fujitsu launches MONAKA server for sovereign AI use
Data centre operators could cut energy use and rack space as Fujitsu's new 2nm chip targets AI inference with air cooling.
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.
OpenMatter adds secure AI & data tools to platform
Enterprises handling sensitive data can now use OpenMatter's platform to manage AI models, protect secrets and run privacy-preserving machine learning.
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.
Cloudera & Mistral partner on sovereign enterprise AI
The tie-up lets firms run and customise AI on sensitive data in private environments, easing compliance and security concerns over external services.
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.
Spark Wholesale launches Auckland data centre link
Private fibre links across Auckland will let data-heavy businesses move traffic between facilities with less congestion and more predictable performance.