The Ultimate Guide to Edge AI
A curated Kiwi edition of TechDay news, analysis, interviews, reviews, job moves, and related resources for Edge AI.
What to know about Edge AI
Edge AI refers to the deployment of artificial intelligence algorithms directly on devices at or near the source of data generation, such as IoT devices, mobile phones, industrial equipment, or edge servers. This approach enables real-time processing, reduced latency, improved data privacy, and decreased bandwidth usage by minimizing reliance on centralized cloud computing.
The tag brings together stories covering the rapid growth and innovation in the Edge AI market, highlighting how businesses across industries leverage edge computing enhanced by AI to optimize operations, improve security, and unlock new capabilities. From advancements in AI hardware, platforms, and software solutions to partnerships integrating edge AI with 5G and IoT technologies, the content illustrates practical deployments and market forecasts.
Readers interested in understanding the transformative power of Edge AI, the latest technological developments, and strategic implications for sectors such as telecommunications, manufacturing, security, and enterprise computing will find valuable insights here. The tag also touches on the convergence of AI with cloud and hybrid models, emerging standards, and the evolving ecosystem driving this technology forward.
Kiwi Edge AI News
Regional stories with direct local relevance
HP launches keyboard PC for compact business desks
Organisations seeking tidier shared desks may adopt a keyboard-integrated PC that supports four 4K displays and local AI tasks.
Deloitte warns NZ firms to redesign work for AI era
Deloitte says NZ firms must redesign jobs and systems for the AI era as robotics, cyber risk and labour shortages reshape work.
The 5 trends that will shape the scale of AI in 2026
AI's 2026 breakthrough will hinge on power, cooling, smarter grids and skills as data centres scale to support hotter, denser workloads.
Buckle up, relax and and enjoy the ride
By 2040, autonomous fleets could cut rush-hour stress and reshape cities, but public trust and infrastructure still need work.
6 Taiwan Companies Showcased Smart Manufacturing Solutions at Smart Nation 2024
The pavilion drew strong buyer interest in Malaysia, with Taiwan expecting more than USD $6.8 million in business within a year.
How AI can solve supply chain issues
Better visibility into inventories and provenance could help firms cut downtime, reduce errors and recover faster as demand rebounds.
Analyst Insights
Research and market analysis connected to Edge AI
Embedded systems hit USD $585 billion as edge AI grows
Akkodis named specialist in Gartner physical AI services
NTT DATA named market shaper in Gartner physical AI
Nvidia launches vision AI agent blueprints for industry
IoT Analytics flags seven telecom trends at MWC 2026
Featured News
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Reviews
Expert Columns
Why AI infrastructure planning must happen now
Networks take the wheel as AI moves from hype to reality
AI is redefining what your PC can do
How AI can be the biggest accelerator for SMBs
Agent computers: The PC era, amplified
The 5 trends that will shape the scale of AI in 2026
Why diverse voices are essential in the Edge AI revolution
Interviews
Interviews and video coverage from the network
Recent Edge AI News
Intelligent cameras to help ensure public safety
Police could find missing children and suspects faster as the companies prototype AI cameras that learn on the device in real time.
Nvidia & Microsoft push local AI agents on Windows
Windows users with RTX GPUs can now run more AI agents locally, cutting setup friction and keeping sensitive work off the cloud.
Equinix launches AI inference exchange with Nvidia
Enterprises could cut AI latency and simplify compliance as the new service places inference closer to data, apps and users.
Airrived launches sovereign AI platform for governments
Governments and regulated firms can now keep agentic AI on their own systems, reducing cloud dependence and tighter data controls.
LG unveils 2026 AI TVs with Shield security at IFA
Buyers of LG's next TV range will get personalised viewing tools, stronger on-device processing and five years of webOS updates.
Leiolai launches AI model that runs on user devices
Users can earn cash and save water as Leiolai shifts AI inference onto phones, tablets and computers instead of data centres.
Ciena survey: AI revenue & quantum-safe encryption
Most operators expect AI services to drive new revenue, but nearly half say optical network upgrades are critical to meet demand.
Ciena says AI services to drive telecoms revenue growth
Telecom operators face urgent network upgrades as most expect AI and managed fibre services to be major new revenue sources.
AMD launches calculator for enterprise AI deployment costs
Rising token bills may push firms towards local or hybrid AI, as AMD's new tool estimates when hardware beats cloud-only spending.
Apple unveils M6 Mac mini with faster AI performance
Faster on-device AI and new connectivity are now central to Apple's smallest desktop, with models aimed at creators and developers.
Apple unveils Mac Studio with M5 chips for AI workloads
New AI tools and faster media workflows are the focus as the updated desktop adds M5 Max and M5 Ultra chips plus Wi-Fi 7.
Noah Labs AI touts governed software agents for defence
Governed agents could speed urgent fixes in defence systems while keeping air-gapped code changes auditable, approved and traceable.
BrainChip links Akida processors with IBM Symphony
Enterprises could cut GPU use and power costs as the open-source bundle lets Akida neuromorphic chips share IBM's scheduler for inference tasks.
Wearables set for USD $1 trillion revenue boom by 2032
Higher-priced smartwatches and earbuds are expected to drive more than USD $1 trillion in wearables revenue by 2032, Counterpoint says.
Samsung hosts Bengaluru AI conference with 300 participants
India's AI race is drawing wider industry backing as Samsung brought together more than 300 leaders to discuss future uses and risks.
NVIDIA unveils Nemotron 3.5 Lightning for local agents
Developers can now run more specialised AI agents on PCs and compact systems, as NVIDIA broadens support for open-weight local models.
Nvidia launches Nemotron 3.5 Lightning & Switchyard
Cheaper, faster agent workflows are the aim as Nvidia's new open model and routing library target multi-model AI systems.
Databricks buys Electric to power AI agent sandboxes
The deal gives developers a way to keep AI agents working locally in sync with central data, cutting latency in sandboxed apps.
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Rockwell Automation adds AI visual inspection to Plex QMS
The integration could improve defect detection and traceability by feeding camera-based inspection results directly into quality records.
NVIDIA expands open world models for physical AI development
Open models matter because robots and vehicles need task-specific tuning, and Nvidia is betting on Cosmos 3 to fill that data gap.