The Ultimate Guide to AI Infrastructure
A curated UK 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.
UK AI Infrastructure News
Regional stories with direct local relevance
CommonAI picks Kao Data for UK scaling inference lab
Backed by ARIA, the Harlow campus will host five AI clusters to give UK startups a neutral testbed for rack-scale systems by early 2027.
Jaguar Land Rover renews Aiimi partnership on data
The renewal gives Jaguar Land Rover continued access to Aiimi's Workplace AI platform as manufacturers seek better control of legacy data before wider AI rollouts.
Salience Labs raises USD $125 million for AI networking
The Oxford-based company will use the oversubscribed round to ramp production of optical switches that could improve AI datacentre performance and efficiency.
Park Place updates Entuity to monitor AI GPUs & cooling
The update gives enterprise IT teams earlier warning of GPU and cooling faults that could throttle AI workloads or trigger outages.
Finchetto launches Cardiff photonics manufacturing push
The ten-month project will add process engineering in Cardiff as Finchetto moves from system design to manufacturing for AI networking hardware.
Flexera expands AI cost controls across cloud & data
Only 31% of organisations can see their AI software costs, leaving finance teams struggling to govern spending as adoption accelerates.
Analyst Insights
Research and market analysis connected to AI Infrastructure
Jaguar Land Rover renews Aiimi partnership on data
InfrOS launches tool to tune cloud 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
Featured News
Aveni CEO: Why small AI models matter to UK finance
Smaller specialist models could save UK banks millions on compliance work while reducing reliance on a handful of US tech giants.
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.
Expert Columns
The Next Evolution of Data Centres Isn't Technology. It's People
How businesses can avoid widespread harm from cloud outages
Why the SOC needs to be re-engineered for AI
Unlocking the hidden potential of data centres through heat zoning
Agentic marketing and the intelligence ownership problem
AI is creating a semiconductor boom. But who will keep it running?
Trust, AI, and quantum technologies in the new logic of state power
How AI Is changing enterprise storage security
How Schneider Electric and NVIDIA are redefining AI data center design
Interviews
Interviews and video coverage from the network
Recent AI Infrastructure News
Enteligent unveils PowerCore stack for AI data centres
The stack could lift AI rack compute density by up to 50% as operators face rising power demands and heat from GPU-heavy workloads.
Google launches llm-d 1.0 for distributed AI inference
The open-source stack aims to cut latency and boost accelerator use for AI workloads that now arrive in bursts and compete with interactive requests.
Google Cloud backs Reflection's Beam for coding agents
Developers could see faster, cheaper agentic coding sessions after Google Cloud added day-one support for Reflection's open-weight Beam model.
Cerebras to bring fast AI inference to Oracle cloud
The addition will give Oracle Cloud Infrastructure customers a faster option for AI agents, with Cerebras inference due in calendar year 2027.
UK tech leaders prioritise AI hosting location in deals
Hosting location has become a top buying factor for UK technology leaders as AI raises questions over sovereignty, security and control.
Oracle expands NVIDIA AI cloud with Vera Rubin systems
Customers will soon get broader access to NVIDIA Vera Rubin systems on Oracle Cloud Infrastructure, as the pair scale AI capacity for training and agents.
AMD & Meta expand AI partnership with Helios systems
Meta is boosting the computing base for its frontier models with AMD hardware, while AMD will invest USD $1 billion in the equity offering.
Visko runs live AI video model on Google Cloud TPU
The startup said its Orbis system can keep a live video stream ahead of real time, with each chunk finishing before the previous one ends.
Viridis Data unveils off-grid model for tighter rules
Governments tightening energy and water rules are pushing data centre operators toward smaller sites that avoid grid delays and local backlash.
Salience Labs raises USD $125m in Bullhound-led round
Demand for AI data centre networking is drawing major chip investors as Salience Labs plans to expand manufacturing and Silicon Valley operations.
Vertiv & Deloitte issue guide to AI infrastructure
As AI projects move from pilots to production, the guide warns that power, cooling and connectivity limits may decide where workloads can run.
Oracle to offer Google TPUs on OCI Cloud from 2027
Enterprise users will gain another AI chip choice in OCI from 2027, as Oracle becomes the first hyperscale cloud outside Google to host TPUs.
NTT DATA expands AI Factory network to Singapore & Paris
The new sites give businesses a place to test AI projects on security, governance and cost before committing to wider rollouts.
Akuity adds fleet management to Kargo Enterprise beta
The feature aims to ease a growing bottleneck for platform teams releasing changes across hundreds of Kubernetes clusters and edge devices.
Nvidia backs open standards for AI factory builds
The move could let data centre builders use common blueprints for high-power AI systems, easing deployment of racks up to 250kW.
Nvidia expands French AI push with new startup bets
The move broadens its European sovereign AI footprint as French firms and public bodies race to keep computing and data under domestic control.
Enteligent launches modular power stack for AI racks
It aims to ease a growing power bottleneck in AI data centres, where operators are struggling to fit more compute into the same rack space.
Scaleway deploys AI supercomputer in Sweden with AMD
European startups and larger firms will gain more AI computing capacity as Scaleway expands its first supercomputer beyond France with AMD chips in Sweden.
WWT & DDN launch AI storage design for NVIDIA Vera Rubin
It aims to ease power and planning bottlenecks for AI campuses by matching storage to GPU racks and cutting recomputation delays.
SUSE unveils sovereign AI platform with NVIDIA tie-up
Enterprises will be able to keep AI agents and proprietary data inside their own infrastructure under the new SUSE-NVIDIA sovereign AI stack.
Job Moves
Tem appoints Berian James to open Rosso to customers
Pulsant appoints Jon Arnold as Chief Commercial Officer
Kao Data appoints Bruce Claassen as Chief Financial Officer
Wasabi launches AI unit & names Mukherjee to lead it
Apatura appoints new Chief Financial Officer & CTO
