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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

Could Apple’s New $599 MacBook Neo Decimate The Mid-Range Windows Laptop Market

Could Apple’s New $599 MacBook Neo Decimate The Mid-Range Windows Laptop Market?

Olivier Blanchard, Analyst at Futurum, shares his insights on Apple's new $599 MacBook Neo. This breakthrough price point is set [...]
Stellantis FY 2025 Earnings Reflect Reset Costs as H2 Momentum Builds

Stellantis FY 2025 Earnings Reflect Reset Costs as H2 Momentum Builds

Olivier Blanchard, Research Director at Futurum, reviews Stellantis FY 2025 results, focusing on the customer-led reset, product cadence, quality execution, [...]
Qualcomm-Ericsson Partnership Accelerates Path to Intelligent AI6G Fabric

Qualcomm-Ericsson Partnership Accelerates Path to Intelligent AI/6G Fabric

Olivier Blanchard, Research Director at Futurum, shares his insights on the partnership between Qualcomm and Ericsson and how both companies [...]
Market News Coverage MediaTek Expands into Micro LED Optical Communication

Market News Coverage: MediaTek Expands into Micro LED Optical Communication

Olivier Blanchard, Research Director at Futurum, shares his insights on MediaTek’s micro-LED strategy, and how the expansion of data center [...]
POCO and MediaTek Aim to Redefine Mid-Tier Performance Expectations in the Mobile Segment

POCO and MediaTek Aim to Redefine Mid-Tier Performance Expectations in the Mobile Segment

Olivier Blanchard, research Director at Futurum, dives into POCO’s X8 Pro and POCO X8 Pro Max launches, and discusses how, [...]
HP Q1 FY 2026 Earnings AI PC Momentum, Memory Costs Temper Outlook

HP Q1 FY 2026 Earnings: AI PC Momentum, Memory Costs Temper Outlook

Olivier Blanchard. Research Director at Futurum analyzes HP’s Q1 results, highlighting AI PC momentum, memory cost mitigation, and Print resilience, [...]

The Latest NEWS

CIO AI Priorities Pivot From Productivity to Innovation
March 6, 2026

CIO AI Priorities Pivot From Productivity to Innovation

Futurum’s Dion Hinchcliffe finds CIO AI priorities pivoting from productivity to innovation as desired AI outcomes shift dramatically and pilot-stage adoption collapses 31.2 pts across three quarterly CIO survey waves....
Co-Sell Support Jumps 14.6 Points to 39.2%, Displacing Developer Tools as Channel Partners' #1 Vendor Priority
March 4, 2026

Co-Sell Support Jumps 14.6 Points to 39.2%, Displacing Developer Tools as Channel Partners’ #1 Vendor Priority

Futurum survey of 400 channel partners finds channel partner co-sell demand surged to #1 vendor priority while training collapsed to last, as portfolio competitiveness anxiety doubled....
Futurum Research Cybersecurity Buyers Prioritize Integration Over Cost Savings
March 2, 2026

Futurum Research: Cybersecurity Buyers Prioritize Integration Over Cost Savings

Fernando Montenegro shares insights on new research revealing that cybersecurity buyers overwhelmingly prioritize operational integration over total cost of ownership when choosing security platforms....
Enterprises Prioritize Agent Observability Before They've Deployed Agents
February 26, 2026

Enterprises Prioritize Agent Observability Before They’ve Deployed Agents

Mitch Ashley, VP & Software Lifecycle Engineering practice lead at Futurum, shares new research showing enterprises are prioritizing AI agent observability before agents are deployed at scale, outranking distributed tracing...
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...

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