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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

Amazon’s Alexa Plus Takes A Voice-First Design With AI

Amazon’s Alexa+ Challenges GPT and Gemini with Voice-First Design

Olivier Blanchard, Research Director at Futurum, shares his insights on how Amazon’s Alexa+ redefines the AI assistant market by prioritizing [...]
Amazon’s AZ3 Chips Help Advance Voice-First AI Agentic UX

Amazon’s AZ3 Chips Help Advance Voice-First AI Agentic UX

Olivier Blanchard, Research Director at Futurum, shares insights on how Amazon AZ3 chips and AZ3 Pro enable on-device AI acceleration, [...]
How Snapdragon Guardian Could Help Accelerate Commercial Snapdragon X Adoption

How Snapdragon Guardian Could Help Accelerate Commercial Snapdragon X Adoption

Olivier Blanchard, Research Director at Futurum, shares insights on Qualcomm’s Snapdragon Guardian, an always-on PC management platform with built-in cellular [...]
Can Lenovo SMB IT Offerings Deliver Enterprise-Grade AI for SMBs?

Can Lenovo SMB IT Offerings Deliver Enterprise-Grade AI for SMBs?

Olivier Blanchard, Research Director at Futurum, shares insights on Lenovo’s SMB IT offerings that deliver AI-ready bundles, built-in security, and [...]
Is Snapdragon 8 Elite Gen 5 the Benchmark for Next-Gen Flagship Phones?

Is Snapdragon 8 Elite Gen 5 the Benchmark for Next-Gen Flagship Phones?

Olivier Blanchard, Research Director at Futurum, shares his insights on Snapdragon 8 Elite Gen 5 - 20% faster CPU, 23% [...]
Snapdragon X2 Elite Pushes AI-PC Performance to New Heights

Snapdragon X2 Elite Pushes AI-PC Performance to New Heights

Olivier Blanchard, Research Director at Futurum, shares insights on Qualcomm’s Snapdragon X2 Elite launch, spotlighting 18-core CPUs, 80 TOPS NPUs, [...]

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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