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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 NVIDIA Building the Defining Infrastructure for AI-powered Robotics?

Is NVIDIA Building the Defining Infrastructure for AI-Powered Robotics?

Olivier Blanchard, Research Director at Futurum, shares insights on how NVIDIA’s Isaac GR00T platform and Blackwell systems aim to accelerate [...]
Synopsys Collaboration Expands Startup Access to Chip Design Tools

Synopsys Collaboration Expands Startup Access to Chip Design Tools

Olivier Blanchard, Research Director at Futurum, explores how Synopsys’ collaboration with Plug and Play could reduce chip design costs and [...]
Broadcom Q2 FY 2025 Sees Record Revenue, Solid AI and Software Growth

Broadcom Q2 FY 2025 Sees Record Revenue, Solid AI and Software Growth

Olivier Blanchard and Daniel Newman, at Futurum, explore Broadcom’s strong Q2 FY2025 earnings driven by robust growth in AI networking, [...]
Marvell Q1 FY 2026 Results Driven by Custom Silicon and Data Center Momentum

Marvell Q1 FY 2026 Results Driven by Custom Silicon and Data Center Momentum

Olivier Blanchard, Research Director at Futurum, unpacks Marvell’s Q1 FY 2026 results, where strong AI demand, custom silicon ramp, and [...]
Dell Q1 FY 2026: Robust AI Server Sales, Guidance Lift Despite EPS Miss

Dell Q1 FY 2026: Robust AI Server Sales, Guidance Lift Despite EPS Miss

Olivier Blanchard and Daniel Newman of Futurum explore how Dell’s record AI server momentum and rising backlog are fueling its [...]
Synopsys Q2 FY 2025 Results Show AI-Led Growth, Design IP Surge

Synopsys Q2 FY 2025 Results Show AI-Led Growth, Design IP Surge

Olivier Blanchard, Research Director at Futurum, explores how Synopsys continues to benefit from AI-led design momentum and IP strength, even [...]

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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