The Ultimate Guide to AI Infrastructure
A curated American 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.
American AI Infrastructure News
Regional stories with direct local relevance
Tetrate releases Envoy AI Gateway 1.0 for AI traffic
Production users can now route generative AI requests through a stable open source gateway, with Bloomberg already running it and Nutanix adopting it.
Salute & UHP to train veterans for data centre jobs
A veteran pipeline for data centre work is set to ease staff shortages as Salute and UHP target more than 10,000 recruits.
Lyra Cloud Services expands Claude access via Bedrock
Organisations adopting AI on AWS will get more support running Claude securely, as Lyra Cloud Services adds Anthropic access through Bedrock.
Myriad360 named HPE Networking Partner of the Year
The award strengthens Myriad360's standing as enterprises seek fewer suppliers for networking, security and artificial intelligence projects.
Everpure launches Data Stream for enterprise AI data
The launch targets firms struggling to keep AI projects fed with clean, unified data as fragmented storage can leave GPUs idle.
White House AI order draws fresh cybersecurity scrutiny
Voluntary model reviews may leave gaps as advanced AI systems move closer to critical infrastructure and enterprise data.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Gartner warns AI coding costs may top developer pay by 2028
Everpure launches Data Stream for enterprise AI data
RAMaggedon: Why the memory crisis is a digital inclusion crisis
AI drives data centre power demand surge in Australia
Parloa tops USD $50 million ARR after Series D boost
Featured News
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
Glean adds NVIDIA Nemotron 3 Ultra to enterprise AI
Businesses using Glean can now switch to NVIDIA Nemotron 3 Ultra as cost pressure rises over how enterprises deploy generative AI at scale.
Edged tops out second Aurora data centre in Chicago
Demand for AI computing is driving a fully pre-leased 72 MW build in Aurora, which is due to start operating in the second quarter of 2027.
Hivemind & Berkeley launch darkmatter lab for AI research
Selected AI and blockchain projects at Berkeley will each receive at least USD $1 million in support before they form companies.
Portal26 launches free Claude governance for firms
Firms using Anthropic's Claude can now track usage and costs more closely as Portal26 rolls out a free governance tier.
Opaque hires Microsoft veteran as Chief Platform Officer
The appointment signals a push to help regulated firms deploy AI agents without risking data leaks or unauthorised actions in sensitive systems.
Qualcomm to buy Modular in push for edge AI software
The deal gives Qualcomm a stronger software layer for developers as AI workloads spread from edge devices into data centres.
Microsoft cuts datacentre water use by 25% in FY25
Rising scrutiny over AI and cloud power use has pushed the datacentre operator to cut water intensity sharply and boost local supplies.
OpenAI & Broadcom unveil Jalapeño AI inference chip
The chip could cut serving costs and speed up ChatGPT and API responses as OpenAI moves deeper into custom hardware.
HPE takes six of top 10 spots in supercomputer ranking
Its systems now account for more than 11.4 exaflops of combined performance, strengthening the vendor's grip on the supercomputing elite.
Dify flaws expose cross-tenant AI data, Zafran says
Users of Dify's cloud service could have had private chats and files exposed after Zafran Security disclosed four flaws in the AI platform.
Tsuga raises USD $35 million to expand AI observability
Rising AI data volumes are forcing observability vendors to rethink pricing and storage as Tsuga wins fresh backing to keep telemetry in-house.
NVIDIA's Rubin servers ditch fans for liquid cooling
The fanless design could cut cooling bills and water use for AI data centres, while also boosting rack density for hyperscale operators.
AMD chips power 191 supercomputers as rankings shift
Energy-efficient computing is tilting towards AMD, which now powers 191 ranked systems and four of the world's 10 fastest supercomputers.
F5 & Equinix join forces on enterprise AI security
The tie-up gives enterprises a single policy layer to curb data leaks and compliance risks as AI workloads spread across clouds and models.
Envoy AI Gateway reaches 1.0 for production AI use
Enterprises can now route AI traffic with open-source governance and observability as Envoy AI Gateway reaches version 1.0.
CMC Invest launches AI tool for portfolio insights
Retail investors will get ranked, source-cited insights on holdings across shares, ETFs and crypto as CMC Invest rolls out CMC Intelligence.
.webp)
Dell launches PowerEdge XE8812 for AI supercomputing
Data centres and research labs could cram larger AI models and simulations in memory, with Dell's new rack scaling to 144 GPUs per rack.
Dell unveils PowerEdge XE8812 for AI & HPC workloads
The rack-ready system targets organisations needing denser, liquid-cooled infrastructure as AI and scientific computing demands surge.
Platform9 launches partner plan for VMware migrants
Cloud providers facing the end of VMware's CSP programme in 2027 can now tap migration tools and new pricing to protect margins.
IBM study finds executives struggle with AI sovereignty
Most executives lack visibility over AI suppliers and infrastructure, leaving core operations exposed to outages, compliance risks and vendor lock-in.