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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

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 [...]
Qualcomm’s Arduino Acquisition Expands Edge AI Access for Developers

Qualcomm’s Arduino Acquisition Expands Edge AI Access for Developers

Olivier Blanchard, Research Director at Futurum, shares his insights on “Qualcomm acquires Arduino,” launching UNO Q and Arduino App Lab [...]

The Latest NEWS

Marketplace Ecosystem Map Companies Reshaping Software Buying - Report Summary
March 26, 2026

Marketplace Ecosystem Map: Companies Reshaping Software Buying – Report Summary

Alex Smith at Futurum shares insights on the transformation of the enterprise technology marketplace into a complex ecosystem of Hyperscaler, SaaS, Agentic/LLM, and Distributor archetypes, reshaping software procurement....
Futurum Use of AI Triples for Product and Enterprise Innovation in 2026
March 26, 2026

Futurum: Use of AI Triples for Product and Enterprise Innovation in 2026

Dion Hinchcliffe explains how CIOs are shifting AI into R&D and product innovation, signaling a major move from productivity gains toward building new enterprise capabilities and competitive advantage....
AI PCs Drive a 28% Reduction in Enterprise Employee Onboarding Time
March 25, 2026

AI PCs Drive a 28% Reduction in Enterprise Employee Onboarding Time

Olivier Blanchard, Research Director at Futurum, shares his insights on why the reported 28% reduction in employee onboarding time compared to legacy hardware, thanks to AI PCs, is a critical...
Futurum Survey Finds That 65% of Compute Decision Makers Plan to Adopt Optical Computing
March 24, 2026

Futurum Survey Finds That 65% of Compute Decision Makers Plan to Adopt Optical Computing

Brendan Burke, Research Director at Futurum, reveals that ~65% of semiconductor decision-makers plan to adopt optical computing, with quantum accelerators and neuromorphic chips also gaining traction....
Futurum Research Finds Threats and Skills Shortages Dominate SOC Challenges
March 23, 2026

Futurum Research Finds Threats and Skills Shortages Dominate SOC Challenges

Fernando Montenegro, VP and Practice Lead at Futurum, shares insights on new research revealing that sophisticated threats and skills shortages are the primary challenges hindering SOC and risk management efficiency....
Futurum Survey Finds Organizations with a Chief AI Officer Are Nearly 3x More Likely to Reach Top AI Maturity
March 18, 2026

Futurum Survey Finds Organizations with a Chief AI Officer Are Nearly 3x More Likely to Reach Top AI Maturity

Futurum survey of 820 global enterprise AI decision-makers finds that enterprise AI maturity correlates more strongly with dedicated AI leadership than with model selection — Stage 5 firms are 3x...

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