The Ultimate Guide to AI Infrastructure
A curated American 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.
American AI Infrastructure News
Regional stories with direct local relevance
Tamr raises USD $21 million to expand AI data tools
The funding will help Tamr speed up development of agentic features as enterprises struggle to make fragmented records usable for AI systems.
Farsight & Ornn bring AI compute in-house for banks
Banks worried about data security and rising AI costs can now run Farsight's platform on their own systems via Ornn's GPU capacity.
Runpod appoints Brian Erickson as Chief Financial Officer
Rapid growth to USD $325 million in annual recurring revenue has prompted Runpod to add a finance chief with cloud scaling experience.
CloudBolt names Alexander Thomson Chief Executive Officer
The cloud software maker is betting on AI infrastructure demand as it brings in a new Chief Executive Officer and Chief Marketing Officer.
Gimlet & Cerebras to deliver AI inference at speed
Private deployments are already running as the two firms aim to make live AI responses far quicker, targeting up to 3,000 tokens a second.
WhiteFibre launches cross-data-centre AI supercluster
Enterprises can now pool GPUs across two data centres 83 kilometres apart, easing power and planning constraints on new AI campuses.
Analyst Insights
Research and market analysis connected to AI Infrastructure
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
AI drives bigger data storage needs, Western Digital study
Featured News
Celonis banking head: Banks want proof before scaling agents
Celonis argues frontier AI models are too generic for regulated banking, urging firms to weigh cost, risk and process gains before scaling deployments.
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.
DesignVerse targets U.S. firms with private cloud AI tools
DesignVerse is targeting U.S. aviation, defence and finance clients with on-premise AI tools as data sovereignty concerns reshape vendor choice.
CrowdStrike report: AI is rewriting rules of cybersecurity
Organisations now have just 48 hours to patch most flaws, as AI helps attackers weaponise vulnerabilities far faster than before.
Expert Columns
The Next Evolution of Data Centres Isn't Technology. It's People
How businesses can avoid widespread harm from cloud outages
AI is creating a semiconductor boom. But who will keep it running?
Scaling globally requires more than cloud capacity
How Schneider Electric and NVIDIA are redefining AI data center design
Interviews
Interviews and video coverage from the network
Recent AI Infrastructure News
Equinix launches global liquid cooling test centres
Enterprises racing to deploy AI systems can now test liquid cooling in live data centres before committing to large-scale infrastructure changes.
PyTorch Foundation adds nine members, including Shopify
The expansion signals deeper industry backing for open source AI as three new platinum members join the foundation's ecosystem.
Five Nines Global & Nexus Core plan Casablanca AI centre
The initial 20MW site near Casablanca will anchor a much larger 180MW AI campus built around Nvidia's latest server architecture.
CScale raises USD $145 million to tackle AI optics
The funding backs efforts to reduce downtime in large AI systems as optical links become a critical bottleneck across data centres.
Microsoft unveils Maia 300 for 2027 AI deployments
The new chip is meant to lift Microsoft's AI services, with Maia 300 set for production deployments in 2027 and wider roll-out plans from then.
Trane launches LiquidStack CDU 2.X for AI data centres
Operators can now pre-order a cooling unit that aims to reduce redesigns as GPU roadmaps shift and rack densities for AI servers keep rising.
Acalvio launches ShadowPlex AI Agent in Gemini marketplace
Security teams can now generate deception playbooks in minutes, as AI-assisted attacks and enterprise AI systems raise the stakes for defenders.
Submer launches Corenix modular data centre unit for AI
The new venture aims to speed up AI infrastructure builds by factory-testing modular systems before they are shipped to customer sites.
Google flexible VMs aim to keep Spark jobs running
The change could reduce failed cluster setups as AI demand tightens compute supply and Spark users lose access to preferred machine families.
Powernexu launches 3200W CRPS supply for AI servers
The higher-output unit reflects growing pressure on AI server designers to manage heat, current and redundancy as power demands rise.
AMD details latest local AI capabilities in Ryzen AI Max PCs
The update lets Windows users run bigger AI models on-device, as AMD bids to make local processing a rival to cloud-based services.
IBM Bob gains self-hosted deployment for enterprise AI
The option lets regulated firms keep source code and sensitive data inside their own infrastructure while using AI for software development.
Ziply boosts Washington data centre links with fibre ring
The additions give data centre operators in central Washington and north Seattle more resilient links as AI-driven demand raises the bar for connectivity.
Arteris launches FlexGen Multi-Die for AI chiplets
AI chipmakers can cut die-to-die link area, power and I/O by up to 50% as multi-die designs become harder to scale.
OriginalVoices raises GBP £1 million to expand in US
The fresh capital will help the London-based AI data company hire, deepen its digital twin network and push further into the US market.
Open-weight AI models take majority of Vercel traffic
Cheaper open-weight systems are now driving more than half of Vercel's AI Gateway token traffic, while average token prices fell 23.2% in August.
MongoDB launches Atlas Agent Engine for AI production
Enterprises struggling to move AI pilots into live systems now have a single layer for memory, governance and execution across models and clouds.
Skild AI launches robot model trained from one video
The system could cut robot retraining from hours to minutes in factories where layouts and product lines change often.
HPE lifts networking outlook on AI demand & Juniper savings
AI-related demand is set to boost HPE's networking growth, with the company now forecasting higher margins and USD $800 million in Juniper savings by 2028.
Alibaba Cloud expands global footprint with new AI tools
The move brings computing closer to customers as firms race to localise AI workloads and meet regional data rules.
