Intelligent Devices

AI at the Edge: Redefining the Future of Intelligent Devices

Futurum covers a broad range of AI-enabled consumer and commercial devices. This includes PCs and peripherals, tablets,  mobile handsets, XR, hearables and wearables, as well as IoT, IIoT, automotive, and robotics segments. The expansion of AI  training and inference from a cloud-centric model to a more hybrid edge-to-cloud model is driving a rapid transformation  across the devices segment of the tech stack. With next-gen AI-capable PCs, mobile handsets, and wearables now capable of handling increasingly large AI models, AI and agentic workloads are beginning to expand from thermally expensive cloud-based silicon to the more thermally efficient silicon powering AI-capable consumer and commercial devices.  

The next 6 to 12 months will see a significant acceleration in AI capabilities in devices, and will see the start of an expansion  towards physical AI, which includes robotics. This transition will disrupt not only core device segments but the entire  technology ecosystem around them as silicon vendors, cloud service providers (CSPs), independent software vendors (ISVs),  and their partners adapt to new use cases, form factors, and hybrid, interwoven AI services models. 

Additionally, the Intelligent Devices practice will also work with adjacent practices to 1) clearly map how AI orchestration will work across platforms and form factors up and down the entire technology stack, 2) validate the roadmaps of the most critical vendors in the accelerating robotics segment, and 3) quantify potential impacts of memory and storage supply chain constraints on key AI device segments. 

When working on strategy, product, marketing, and sales initiatives, consider intelligence from our expert analysts – planned deliverables for 2026 include:

  • Market Data – bi-annual market sizing & five-year forecast  
  • Decision-Maker Survey – bi-annual IT Decision Maker survey  
  • Analyst Insight Report – a report on critical issues in the industry  
  • State of the Market Report – a report on technology, markets, products, and vendors
  • Futurum Signal Report Access – any Signal Report published in the relevant practice area

The Latest Insights On Intelligent Devices

Cloud Enterprise

Microsoft’s Xbox Slide Puts Pressure on Cloud and Enterprise Ambitions

Olivier Blanchard, Research Director & Practice Lead, Intelligent Devices at Futurum, analyzes how Microsoft's sharp Xbox contraction is forcing the [...]
Automotive Industrial Momentum

NXP’s Q1 2026: Can Automotive and Industrial Momentum Outrun Semiconductor Volatility?

Olivier Blanchard, Research Director & Practice Lead, Intelligent Devices at Futurum, NXP Semiconductors leveraged automotive and industrial momentum to deliver [...]
ABB Q1 FY 2026 Earnings Driven by Data Center and Grid Demand

ABB Q1 FY 2026 Earnings Driven by Data Center and Grid Demand

Olivier Blanchard, Research Director & Practice Lead, Intelligent Devices at The Futurum Group, analyzes ABB’s Q1 FY 2026 earnings, focusing [...]
Industrial AI

Can Lenovo’s AI Manufacturing Push at Hannover Messe Rewrite the Playbook for Industrial Scale?

Lenovo showcases AI solutions at Hannover Messe 2026, claiming 85% faster lead times. With 94% of manufacturers planning AI investment [...]
Qualcomm’s Snapdragon Wear Elite Redefines the AI Wearable Stakes—But Who Wins the Wrist War?

Qualcomm’s Snapdragon Wear Elite Redefines the AI Wearable Stakes—But Who Wins the Wrist War?

Qualcomm's Snapdragon Wear Elite marks a turning point in wearable AI, delivering a dedicated neural processing unit for on-device intelligence, [...]
pple’s CEO Transition- Can John Ternus Build on Tim Cook’s Legacy or Rewrite It?

Apple’s CEO Transition: Can John Ternus Build on Tim Cook’s Legacy or Rewrite It?

Apple's leadership transition to hardware veteran John Ternus signals a strategic shift. Analysts question whether his product-focused background can match [...]

The Latest NEWS

Scale-Across AI Networking The Third Dimension of AI Infrastructure Design
April 28, 2026

Scale-Across AI Networking: The Third Dimension of AI Infrastructure Design

Tom Hollingsworth, Advisor at Futurum, shares his insights on the rise of scale-across AI networking design. He focuses on how it can alleviate resource constraints and create more capacity for...
The Great Pragmatic Pivot: Why Enterprises Are Trading AI Vibes for Technical Receipts
April 27, 2026

The Great Pragmatic Pivot: Why Enterprises Are Trading AI Vibes for Technical Receipts

Brad Shimmin, Research Director at Futurum, reveals key findings from the 1H 2026 Data Intelligence survey, showing a move from broad AI hype to pragmatic technical task automation in documentation...
Chip Supply Is the Greatest Barrier to Scaling AI Compute for 26% of Decision-Makers
April 24, 2026

Chip Supply Is the Greatest Barrier to Scaling AI Compute for 26% of Decision-Makers

Brendan Burke, Research Director at Futurum, reveals chip supply and power constraints are the dominant barriers to scaling data center compute, with nearly half of organizations citing these as their...
Futurum Research Finds API and AI Risks Top Application Security Concerns
April 23, 2026

Futurum Research Finds API and AI Risks Top Application Security Concerns

Fernando Montenegro, VP at Futurum, shares new research revealing that API security and AI-driven risks are the top challenges for application security teams as they navigate complex cloud-native environments....
Orbital Computing Can Reach $1 Trillion Addressable Market by 2030
April 22, 2026

Orbital Computing Can Reach $1 Trillion Addressable Market by 2030

Brendan Burke, Research Director at Futurum, explores how declining launch costs and rising terrestrial power bottlenecks could make orbital data centers a $1 trillion market by 2030....
Robotics Leads at 9.9% CAGR as the $278B Edge Silicon Market Charts a Destination-Driven Path to $340B
April 21, 2026

Robotics Leads at 9.9% CAGR as the $278B Edge Silicon Market Charts a Destination-Driven Path to $340B

Futurum Research's 1H 2026 edge silicon market forecast finds a $278B market heading to $340B by 2030, with Robotics leading at 9.9% CAGR and IoT registering a near-flat -0.2% CAGR...

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