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

Silicon Labs Q2 FY 2026 IoT Recovery Builds Momentum for Series 3 Platform

Silicon Labs Q2 FY 2026: IoT Recovery Builds Momentum for Series 3 Platform

Brendan Burke, Research Director at Futurum, analyzes Silicon Labs' Q2 FY 2026 earnings, focusing on sequential margin gains, the 22nm [...]
From Blaize to NVIDIA: Why Is AI Infrastructure Converging on Indonesia?

From Blaize to NVIDIA: Why Is AI Infrastructure Converging on Indonesia?

Brendan Burke, Research Director at Futurum, shares his insights on 100 days that put Blaize, CoreWeave, NVIDIA, Nokia, Firmus, and [...]
NXP Breaks Ground in Malaysia: Is Internal Test a Moat for Edge AI Margins?

NXP Breaks Ground in Malaysia: Is Internal Test a Moat for Edge AI Margins?

NXP's 500,000-square-foot Malaysia expansion doubles internal test capacity, enabling DDR memory validation that differentiates i.MX processors and protects margins in [...]
Meta Reopens Its Models. Is This a PC Play or a Policy Play?

Meta Reopens Its Models. Is This a PC Play or a Policy Play?

Nick Patience, VP and Practice Lead, AI Platforms at Futurum, examines Meta’s return to open weights with Muse Glimmer and [...]
AMD Q2 FY 2026 EPYC and Helios Fuel the Next AI Growth Phase

AMD Q2 FY 2026: EPYC and Helios Fuel the Next AI Growth Phase

Brendan Burke, Research Director at Futurum, analyzes AMD’s Q2 FY 2026 earnings, focusing on Data Center growth, EPYC demand, Helios [...]
Autonomous AI

Wayve and Uber’s Licensing Milestone: A Major shift for Autonomous Rides?

Transport for London grants vehicle licences to Wayve and Uber, marking a pivotal regulatory milestone for autonomous AI in public [...]

The Latest NEWS

Buyers Are Trading Up 80% More Likely to Buy AI PCs as Traditional PCs Stall at 47%
June 23, 2026

Buyers Are Trading Up: 80% More Likely to Buy AI PCs as Traditional PCs Stall at 47%

Enterprise buyers are trading up: 80% of IT decision makers are more likely to buy AI PCs than six months ago, versus 47% for traditional PCs, with budgets growing 18.8%,...
How Desktop AI Hubs Could Deflect Over 56.23 TWh of Industrial Data Center Load by 2035
June 15, 2026

How Desktop AI Hubs Could Deflect Over 56.23 TWh of Industrial Data Center Load by 2035

Olivier Blanchard and Brendan Burke, Research Directors at Futurum, share their insights on how high-performance small-form-factor desktop AI PCs such as the DGX Spark and Mac Mini could form the...
Robotics Leads at 9.9% CAGR as the $278B Edge Silicon Market Charts a Destination-Driven Path to $340B
April 21, 2026

Robotics Leads at 9.9% CAGR as the $278B Edge Silicon Market Charts a Destination-Driven Path to $340B

Futurum Research's 1H 2026 edge silicon market forecast finds a $278B market heading to $340B by 2030, with Robotics leading at 9.9% CAGR and IoT registering a near-flat -0.2% CAGR...
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...
AI Grid Constraints Will Push Over 33% of Data Centers Off-Grid by 2030
March 12, 2026

AI Grid Constraints Will Push Over 33% of Data Centers Off-Grid by 2030

Brendan Burke, Nick Patience, and Olivier Blanchard, Analysts at Futurum, share their insights on how the power generation gap for AI data centers is forcing a permanent shift to off-grid...
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...

Book a Demo

Welcome

The vision behind everything in Futurum’s Custom Research practice is this: research should show you what is happening, what comes next, and what to do about it. It should be personal to each audience, easy for people to grasp, and structured so LLMs can reason over it accurately. And it should be fast and turnkey; you want answers now, not another project to carry for quarters.

Whether you are defining business, channel, or go-to-market strategy; evaluating vendors or justifying ROI; or commissioning research to fill an emerging market need, we have your back, with a program that answers your questions with the objectivity and credibility to drive real decisions.

To do it, we bring unmatched data to bear: Futurum research, surveys, and market projections; validated market feeds; ETR’s 15 years of insight from 10,000 technology decision-makers; G2’s buyer and user data; and what our analysts hear every day. Add leading primary collection, from AI-moderated voice interviews to surveys and analyst-led interviews, all turnkey, and every project comes out credible, nuanced, and actionable.

And we don’t just drop the results in your lap. For internal work, we provide analyst-led sessions, interactive dashboards, and a range of formats. For market-facing work, Futurum delivers turnkey activation and amplification that actually gets seen, by people and by LLMs, through our media and share of voice. This is research that moves decisions and markets.

We will meet you wherever you are, from a fast-turn brief to a multi-year program, and shape the work to your goals, timeline, and budget. The right program for your moment.

If any of this is useful, I would love to talk.

Benjamin Brown, VP Custom Research, Futurum Research

Benjamin Brown

VP, Custom Research · The Futurum Group

Newsletter Sign-up Form

Get important insights straight to your inbox, receive first looks at eBooks, exclusive event invitations, custom content, and more. We promise not to spam you or sell your name to anyone. You can always unsubscribe at any time.

All fields are required






Thank you, we received your request, a member of our team will be in contact with you.