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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

Is T-Mobile’s T-Satellite the First Real Step Toward Eliminating Dead Zones?

Olivier Blanchard, Research Director at Futurum, shares insights on T-Mobile’s T-Satellite launch, enabling satellite-based texting and alerts in dead zones, [...]

T-Mobile Q2 FY 2025 Results Top Estimates With Record Subscriber Gains

Olivier Blanchard, Research Director at Futurum, explores T-Mobile’s Q2 FY 2025 results, highlighting record subscriber growth, broadband expansion, and how [...]

Can Intel and HP Finally Make AI PCs a Must-Have for Business?

Olivier Blanchard, Research Director at Futurum shares insights on how Intel and HP’s AI PCs deliver productivity gains through local [...]
Meta and Oakley Launch Performance AI Glasses With 3K Video and Built-in Meta AI

Meta and Oakley Launch Performance AI Glasses With 3K Video and Built-in Meta AI

Olivier Blanchard, Research Director at Futurum, shares insights on Oakley Meta HSTN - smart glasses from Meta and Oakley that [...]
Can HP Dimension with Google Beam Justify a $25K Price Tag for 3D Collaboration?

Can HP Dimension with Google Beam Justify a $25K Price Tag for 3D Collaboration?

Olivier Blanchard, Research Director at Futurum, shares his insights on HP Dimension with Google Beam and how it aims to [...]
Can Arm’s Zena CSS Reshape Automotive AI Development Timelines

Can Arm’s Zena CSS Reshape Automotive AI Development Timelines?

Olivier Blanchard, Research Director at Futurum, shares insights on Arm’s Zena Compute Subsystems, which help automakers cut vehicle launch time [...]

The Latest NEWS

Code Generation and Process Automation Set to Lead AI Use Case Revenue
February 9, 2026

Code Generation and Process Automation Set to Lead AI Use Case Revenue

Nick Patience, VP & AI Platforms Practice Lead at Futurum, analyzes the shift in AI use case revenue as code generation and process automation move from experiments to dominant drivers,...
Should SaaS Vendors Prioritize AI for Vertical or Horizontal Use Cases
February 6, 2026

Should SaaS Vendors Prioritize AI for Vertical or Horizontal Use Cases?

Keith Kirkpatrick, VP and Research Director at Futurum, shares his insights into the various approaches to delivering AI by SaaS vendors, and discusses which ones will drive ROI the fastest....
Systems of Agency Agentic AI to Drive $762B Enterprise Software Super-Cycle by 2031
February 4, 2026

Systems of Agency: Agentic AI to Drive $762B Enterprise Software Super-Cycle by 2031

Futurum’s Keith Kirkpatrick reveals a structural reset in enterprise software, forecasting the market to reach $762.1B by 2031 (12.2% CAGR) as budgets pivot from Systems of Record to AI-driven Systems...
Hyperscaler Marketplaces Are the $5.3B Growth Engine for Business Apps
February 4, 2026

Hyperscaler Marketplaces Are the $5.3B Growth Engine for Business Apps

Alex Smith and Keith Kirkpatrick at Futurum share their insights on enterprise software growth through hyperscaler marketplaces....
42% of Enterprises Plan to Cut Endpoint Device Refreshes by 18 Months if TCO is Offset by AI Productivity Gains
February 4, 2026

42% of Enterprises Plan to Cut Endpoint Device Refreshes by 18 Months if TCO is Offset by AI Productivity Gains

Olivier Blanchard, Research Director at Futurum, shares a new insight into how the ROI of AI PCs’ connection to measurable productivity gains could significantly shorten PC purchase cycles in the...
AI Reaches 97% of Software Development Organizations
February 3, 2026

AI Reaches 97% of Software Development Organizations

Mitch Ashley, VP Practice Lead for Software Lifecycle Engineering at Futurum, shares insights on how 97% of organizations now use AI in software development, validating the developer transformation from code...

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