The Ultimate Guide to AI Infrastructure
A curated Canadian 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.
Canadian AI Infrastructure News
Regional stories with direct local relevance
Pick 'n' mix needed for Canada AI infrastructure: NRTH panel
Canada should focus on the AI infrastructure pieces that matter most, executives say, rather than insisting every link in the supply chain be domestic.
Alberta eyes CAD $200 billion in AI data centre investment
Calgary conference delegates heard Alberta wants to lure up to CAD $200 billion into AI data centres, with power supply the key hurdle.
Bell and Saskatchewan plan 1.2GW AI hub expansion project
If fully built, the project could be Saskatchewan's biggest capital investment, creating thousands of jobs and bolstering data sovereignty.
Canada sets rules for responsible data centre growth
Local councils will get a national baseline as Ottawa seeks to curb power bills, water use and hidden impacts from new data centres.
Many leaders struggle to define sovereign AI, study finds
A new study suggests boards are moving to sovereign AI for risk and data control, even though many executives still cannot define it.
Ontario playbook proposes data centres to pay for power
Households should avoid higher power bills as Ontario proposes a playbook, including new data centres, to cover the full cost of electricity.
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.
Pick 'n' mix needed for Canada AI infrastructure: NRTH panel
Canada should focus on the AI infrastructure pieces that matter most, executives say, rather than insisting every link in the supply chain be domestic.
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?
The agentic enterprise is here: Takeaways from Snowflake Summit 2026
How Schneider Electric and NVIDIA are redefining AI data center design
Interviews
Interviews and video coverage from the network
Recent AI Infrastructure News
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.
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.
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.
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.
DeepL selects VAST Data for AI translation platform
The deployment should let DeepL's researchers work on larger language models and real-time voice translation with less manual data movement.
Lava flags NVIDIA DCGM flaw exposing AI GPU servers
About 2,100 internet-exposed monitoring hosts left AI GPU telemetry open, putting more than 12,000 GPUs and roughly USD $100 million of hardware at risk.
Dell expands AI Factory to push agentic AI on-site
Adoption has climbed to more than 6,500 customers as businesses shift from AI pilots to on-premise production and weigh rising costs.
VAST & Nvidia launch AI agent sandbox for enterprises
It aims to help enterprises run thousands of short-lived AI agents securely while keeping their state, costs and decisions auditable after shutdown.
Dell expands AI Factory with NVIDIA for enterprise use
More than 6,500 enterprises are now using the platform as Dell adds software, deskside systems and servers to help move AI from pilot to production.
Equinix opens Sydney centre for liquid-cooled AI tests
Enterprises can now test liquid-cooled AI systems in Sydney before committing to costly rollouts, as power and heat demands surge.
Nutanix expands AI ties with NVIDIA, Supermicro & Netris
The tie-ups are aimed at making it easier for enterprises and cloud providers to run agentic AI in production across mixed infrastructure.
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.