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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

Google Debuts Pixel 10A Amidst Minimal Hardware Evolution

Google Debuts Pixel 10A Amidst Minimal Hardware Evolution

Olivier Blanchard, Research Director at Futurum, dives into the timing, specs, competitive advantages, market positioning, and strategic importance of Google’s [...]
Amazon CES 2026 Do Ring, Fire TV, and Alexa+ Add Up to One Strategy

Amazon CES 2026: Do Ring, Fire TV, and Alexa+ Add Up to One Strategy?

Olivier Blanchard, Research Director at The Futurum Group, examines Amazon’s CES 2026 announcements across Ring, Fire TV, and Alexa+, focusing [...]
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 [...]

The Latest NEWS

Do AI Factories Signal a New Mandate for Certified Security - Report Summary
February 25, 2026

Do AI Factories Signal a New Mandate for Certified Security? – Report Summary

Fernando Montenegro at Futurum explores how the rise of AI factories mandates a shift toward hardware-enforced security and validated reference architectures to protect intelligence workloads without degrading GPU performance....
Semantic Layer Set to Become the Next Piece of Critical Infrastructure
February 25, 2026

Semantic Layer Set to Become the Next Piece of Critical Infrastructure

Brad Shimmin, VP and Practice Lead at Futurum, details why the Semantic Layer is projected to double its growth to 30% by 2031, becoming the critical "dictionary" that prevents Agentic...
The Seven Principles of Observability-Native
February 25, 2026

The Seven Principles of Observability-Native

Mitch Ashley, VP Practice Lead at Futurum, shares his insights on why observability-native architecture is the prerequisite for enterprise AI agent deployment at scale and what the seven principles mean...
Voice-First AI Interfaces Are Quickly Expanding Beyond The Smart Speaker Segment
February 25, 2026

Voice-First AI Interfaces Are Quickly Expanding Beyond The Smart Speaker Segment

Olivier Blanchard, Research Director at Futurum, shares his insights on why AI-enabled hearables are quickly displacing AI-enabled “smart speakers” as the primary voice-first AI interface, and what the implications of...
AI Workload Priorities Diversify as Enterprises Push Compute Beyond Training
February 25, 2026

AI Workload Priorities Diversify as Enterprises Push Compute Beyond Training

Brendan Burke, Research Director at Futurum, reveals that no single AI workload is primary for most enterprises, with inference leading at just 34.6%. The balanced distribution demands workload-optimized processors and...
Can the CPU Market Meet Agentic AI Demand
February 24, 2026

Can the CPU Market Meet Agentic AI Demand?

Brendan Burke, Research Director at Futurum, unpacks the drivers of the CPU shortage in the data center market. Demand for agentic AI accelerated hyperscaler procurement of CPUs, leading to a...

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