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

Xeon 6 Arrives for Workstations. Is Intel Reframing CPU Value

Xeon 6 Arrives for Workstations. Is Intel Reframing CPU Value?

Olivier Blanchard, Research Director at Futurum, examines Intel’s Xeon 6 workstation launch and whether core density and memory bandwidth can [...]
Dell Scales Its Education PC Strategy. Is Rugged Hardware the Differentiator

Dell Scales Its Education PC Strategy. Is Rugged Hardware the Differentiator?

Olivier Blanchard, Research Director at Futurum, examines Dell’s education PC expansion and how rugged design, serviceability, and platform choice shape [...]
Qualcomm Unveils Future of Intelligence at CES 2026, Pushes the Boundaries of On-Device AI

Qualcomm Unveils Future of Intelligence at CES 2026, Pushes the Boundaries of On-Device AI

Olivier Blanchard, Research Director at Futurum, shares his/her insights on Qualcomm’s CES 2026 announcements, which highlight both the breadth of [...]
SiMa.ai and Synopsys Unveil Automotive AI SoC Blueprint. Is Pre-Silicon the New Baseline

SiMa.ai and Synopsys Unveil Automotive AI SoC Blueprint. Is Pre-Silicon the New Baseline?

Olivier Blanchard, Research Director at Futurum, shares his insights on the joint SiMa.ai–Synopsys blueprint, which targets earlier architecture exploration and [...]
Is Amazon Ads AI Becoming the New Center of the Advertising Stack

Is Amazon Ads AI Becoming the New Center of the Advertising Stack?

Olivier Blanchard, Research Director at Futurum, shares insights on how Amazon Ads AI reshapes campaign management, creative production, and full-funnel [...]
New Amazon Devices Signal the Expansive Market Potential of Alexa+

New Amazon Devices Signal the Expansive Market Potential of Alexa+

Olivier Blanchard, Research Director at Futurum, shares insights on how new Amazon Alexa+ devices and companion product updates reflect Amazon’s [...]

The Latest NEWS

The Hidden Moat: Why Operational Depth Defeats the 'Build It Yourself' Narrative
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The Hidden Moat: Why Operational Depth Defeats the ‘Build It Yourself’ Narrative

Keith Kirkpatrick, VP & Research Director at Futurum, shares his insights on the buy vs build debate for enterprise applications, and discusses the appropriate use of AI to build functional...
41.3% of Enterprises Default to Cloud-Provider Catalogs as AI Infrastructure Choices Splinter Across Four Layers
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41.3% of Enterprises Default to Cloud-Provider Catalogs as AI Infrastructure Choices Splinter Across Four Layers

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Cybersecurity Market to Reach $521B by 2031; Buyer Budget Growth Slows

Fernando Montenegro, VP and Cybersecurity Practice Lead at Futurum, shares findings from the 1H 2026 Cyber Market Sizing and Decision Maker Survey: $521.7B by 2031 at 7.6% CAGR, with buyer...
Agentic AI: The Leading Vendors Winning the Enterprise in 2026
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Agentic AI: The Leading Vendors Winning the Enterprise in 2026

Dion Hinchcliffe examines which vendors are emerging as the operational control planes for enterprise agentic AI, and why orchestration, governance, and interoperability now define market leadership....
May 27, 2026

Futurum Group Enters Definitive Agreement to Acquire Aptiviti Inc., Parent of Enterprise Technology Research (ETR), Bringing Wall Street’s Premier Predictive Data into its Futurum Intelligence Platform™

Futurum Group, a leading technology advisory, research, and intelligence firm, today announced the signing of a definitive agreement to acquire Aptiviti, Inc., the parent company of Enterprise Technology Research (ETR)....
52% of Compute Decision Makers Use Reasoning Models as Primary AI Model Type
May 18, 2026

52% of Compute Decision Makers Use Reasoning Models as Primary AI Model Type

Futurum Research’s 1H 2026 data center semiconductor survey of 824 enterprise decision makers finds 52.3% of model-serving compute now goes to reasoning models, 54.0% describe their AI workload as balanced...

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