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

Will Apple’s New Siri AI Deliver on the Promise of Apple Intelligence?

Will Apple’s New Siri AI Deliver on the Promise of Apple Intelligence?

Olivier Blanchard, Research Director at The Futurum Group, examines how Siri AI transforms Apple Intelligence from a feature set into [...]
Amazon’s Sleep Studio Finally Strengthens the Value of Amazon Kids+

Amazon’s Sleep Studio Finally Strengthens the Value of Amazon Kids+

Olivier Blanchard, Research Director at The Futurum Group, examines how Amazon Sleep Studio expands Amazon Kids+ with bedtime content, scheduling [...]
Can ASUS Bring Data-Center-Class AI Infrastructure to the Deskside

Can ASUS Bring Data-Center-Class AI Infrastructure to the Deskside?

Olivier Blanchard, Research Director at The Futurum Group, examines how ASUS is bringing data-center-class AI infrastructure to the deskside with [...]
HP Expands OpenAI Frontier Adoption Across the Enterprise

HP Expands OpenAI Frontier Adoption Across the Enterprise

Olivier Blanchard, Research Director at The Futurum Group, examines how HP's OpenAI Frontier partnership moves beyond AI pilots toward a [...]
How NVIDIA is Building a Critical Safety Layer for Physical AI

How NVIDIA is Building a Critical Safety Layer for Physical AI

Olivier Blanchard, Research Director at The Futurum Group, examines NVIDIA Halos for Robotics and whether a unified safety architecture could [...]
Qualcomm's Snapdragon Reality Elite Ups the Stakes for Spatial AI

Qualcomm’s Snapdragon Reality Elite Ups the Stakes for Spatial AI

Olivier Blanchard, Research Director & Practice Lead, Intelligent Devices at Futurum, Qualcomm's Snapdragon Reality Elite positions the chipmaker as a [...]

The Latest NEWS

The Age of Agentic Silicon: Data Center Chip Market to Reach $1.2 Trillion by 2030
July 6, 2026

The Age of Agentic Silicon: Data Center Chip Market to Reach $1.2 Trillion by 2030

Brendan Burke, Research Director at Futurum, shares findings from new research showing the data center semiconductor market surging to $1.2 trillion by 2030, as agentic AI inference reaches 45% of...
AI Decision Intelligence The Category That Replaces Legacy Research
July 1, 2026

AI Decision Intelligence: The Category That Replaces Legacy Research

Futurum CEO, Daniel Newman, shares that Futurum Forward is the first platform purpose-built for the AI enterprise cycle. Replacing legacy research, it combines a proprietary data spine with a productized...
The Hard(er) Challenge in Agent Governance Is Authorization
June 26, 2026

The Hard(er) Challenge in Agent Governance Is Authorization

Fernando Montenegro, VP at Futurum, argues that the launch of the Agent Control Standard does not close the agent governance gap, and that "shrinkage," not universal coverage, is the correct...
Operations and Workflow Hits 43.1% CAGR to $92.2B by CY2030 as the Fastest-Growing AI Platforms Use Case
June 25, 2026

Operations and Workflow Hits 43.1% CAGR to $92.2B by CY2030 as the Fastest-Growing AI Platforms Use Case

Nick Patience, VP & AI Practice Lead at Futurum, notes Operations & Workflow leads AI use cases with a 43.1% CAGR, hitting $92.2B by CY2030 as agentic AI drives production...
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%,...
GenAI Workflow Benefit Drops 6pts as Docs, Automation, and Code Gains Rise
June 18, 2026

GenAI Workflow Benefit Drops 6pts as Docs, Automation, and Code Gains Rise

Brad Shimmin, VP & Practice Lead of Data Intelligence, Analytics & Infrastructure, reveals GenAI workflow efficiency fell 6.0 points as a perceived benefit, while measurable tasks like documentation (+4.9), automation...

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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

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