The Ultimate Guide to AI Infrastructure
A curated Irish 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.
Irish AI Infrastructure News
Regional stories with direct local relevance
Analyst Insights
Research and market analysis connected to AI Infrastructure
Setting the standard for safe, scalable AI
Exclusive: ABBYY flags data readiness as AI barrier
Google Cloud named Leader in Forrester cloud assessment
Check Point named Leader in Gartner hybrid mesh firewall
AI drives enterprise storage demand as data piles up
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.
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
Interviews
Interviews and video coverage from the network
Recent AI Infrastructure News
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.
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.
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 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.
Cohere launches North Small Translate in translation push
Enterprises handling large multilingual workloads may gain cheaper, faster translation as Cohere's new model targets data control and sovereign deployment.
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.
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.
Salute to acquire T5 Operations in data centre push
Demand for specialist data centre support is pushing Salute to expand, with the combined group set to manage more than 15GW globally.
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.
iPronics raises USD $125 million for AI optical switching
Demand for AI data-centre networking is pushing iPronics to scale its optical switch platform after a USD $125 million Series B.
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.