Industry View · Consumer Electronics
On-device AI is the first genuine reason to upgrade hardware in a decade, and it is splitting consumer electronics into winners who own the silicon and the install base and everyone else reselling someone else's intelligence. GenAI-capable smartphones passed 400 million units in 2025, roughly a third of the market, and AI-capable PCs hit about 103 million units, near 40% of shipments — yet the marquee software promise, a truly agentic assistant, mostly slipped to 2026.
Silicon revenue real but assistant payoff is execution-risk (Apple delay); returns forecast
NPUs went from spec-sheet trivia to the gating factor for which features a device can run locally; Qualcomm's Snapdragon 8 Elite Gen 5 and Apple silicon define the flagship ceiling.
Handset and PC makers bundle AI features to revive flat upgrade cycles, but most depend on chip vendors and model providers for the actual intelligence.
Compressed local models plus cloud fallback power summarization, translation and image editing; the leap to agentic, context-aware action is the part that keeps slipping.
Smart glasses found real volume while standalone AI gadgets stumbled; the winning form factor rides on an existing wearable habit, not a new one.
LLM-powered home assistants promise natural control but introduced unpredictability into a domain that rewards reliability over conversation.
01 · The thesis
The story of 2025-2026 is not that AI arrived on devices — it is that AI became the upgrade thesis. Vendors who control the NPU (Qualcomm, Apple, MediaTek) and the install base (Apple's 2.5 billion active devices, Samsung targeting 800 million AI-enabled devices by 2026) can turn every refresh cycle into a distribution event for inference. The hardware sells the model; the model resells the hardware. That flywheel is why AI-capable silicon, not the headline assistant, is where the real value accrued in 2025. The cautionary half of the story is execution risk. Apple delayed its contextual Siri roughly 18 months and absorbed a ~$250M class-action settlement after marketing features it could not ship. Amazon's Alexa+ and Google's Gemini for Home launched buggy and stochastic. Dedicated AI hardware fared worse: Humane sold to HP for $116M after burning ~$230M. The pattern is clear — distribution beats novelty, and the assistant layer is harder to ship than the chip.
NPUs went from spec-sheet trivia to the gating factor for which features a device can run locally; Qualcomm's Snapdragon 8 Elite Gen 5 and Apple silicon define the flagship ceiling.
Handset and PC makers bundle AI features to revive flat upgrade cycles, but most depend on chip vendors and model providers for the actual intelligence.
Compressed local models plus cloud fallback power summarization, translation and image editing; the leap to agentic, context-aware action is the part that keeps slipping.
Smart glasses found real volume while standalone AI gadgets stumbled; the winning form factor rides on an existing wearable habit, not a new one.
LLM-powered home assistants promise natural control but introduced unpredictability into a domain that rewards reliability over conversation.
02 · The two clocks
The upgrade clock favors incumbents. GenAI smartphone shipments are forecast to reach 912 million units by 2028 (IDC), and AI-capable PCs are set to cross half of global shipments in 2026 — meaning the on-device AI cycle is a multi-year refresh tailwind for whoever already sits in pockets and on desks. The execution clock punishes the assistant layer. Apple's marquee personalized Siri slipped roughly 18 months and cost a ~$250M settlement; ambient home assistants from Amazon and Google shipped with reliability problems. The gap between AI demos and AI products is now a quantified liability, not a rounding error. The capital clock is brutal for standalone gadgets. Humane raised ~$230M and exited at $116M; OpenAI committed $6.5B to io for a device still unshipped. Meanwhile smart glasses — riding an existing wearable habit — hit 7 million units in a single year. Form factor, not ambition, decided survival.
03 · Public players & exposure
We plot the listed players on two editorial axes — how exposed each is to AI disruption, against how ready its data, brand and position are to be the answer. The figures in the table are sourced; the placement is our read.
04 · Private flagships
The companies attacking this industry AI-first, with disclosed funding where available:
The category's clear commercial winner, pairing Meta AI with a fashion brand and distribution that standalone gadgets never had.
Jony Ive's design team inside OpenAI, aiming for a screenless companion device — the most-watched and least-proven hardware bet in the sector.
The cautionary tale: a $699 wearable from ex-Apple founders that reviewers panned and that shut down within months.
Betting that the lowest-friction form factor — a ring you already wear — beats pins and pendants for always-available voice AI.
Chinese OEMs raced to embed DeepSeek's low-cost models, accelerating on-device AI in mid-range phones faster than Western markets.
The boldest attempt to retrofit generative AI onto a billion-device ambient install base — and an object lesson in reliability risk.
05 · Signals
06 · The exposure read
AI rewards clean, structured advantage and punishes friction. The line runs through who owns the data, the brand and the customer — and who is merely a step the technology can route around.
Sources
Where the AI-device volume actually is (2025)
Unit shipments / sales, 2025. Sources: Counterpoint (GenAI phones), Canalys (AI PCs), EssilorLuxottica/Meta (glasses). (M units)
China's DeepSeek shock hits handsets
Xiaomi, OPPO and vivo rushed DeepSeek integration, pulling on-device AI down-market faster than the premium-led Western rollout.
Humane collapses into HP
The $116M asset sale confirmed that standalone AI hardware could not clear the bar set by phones already in users' pockets.
Apple delays personalized Siri
The flagship Apple Intelligence feature slipped to 2026, later drawing a ~$250M class-action settlement over its marketing.
OpenAI buys io for $6.5B
The Altman-Ive partnership signaled that the model makers intend to own the device, not just license the intelligence.
Agentic AI shifts hype to deployment
Vendors showcased personal-AI ecosystems, home robots and edge silicon (Intel Panther Lake, Snapdragon X) framed as shipping, not concept.
The category's clear commercial winner, pairing Meta AI with a fashion brand and distribution that standalone gadgets never had.
Jony Ive's design team inside OpenAI, aiming for a screenless companion device — the most-watched and least-proven hardware bet in the sector.
The cautionary tale: a $699 wearable from ex-Apple founders that reviewers panned and that shut down within months.
Betting that the lowest-friction form factor — a ring you already wear — beats pins and pendants for always-available voice AI.
Chinese OEMs raced to embed DeepSeek's low-cost models, accelerating on-device AI in mid-range phones faster than Western markets.
The boldest attempt to retrofit generative AI onto a billion-device ambient install base — and an object lesson in reliability risk.
| Company | Stance | The sourced fact |
|---|---|---|
| Apple AAPL | Install base, late assistant | Apple reached ~2.5 billion active devices but delayed its contextual Siri roughly 18 months and settled a ~$250M class action over over-marketed AI features. |
| Samsung Electronics 005930.KS | Galaxy AI at scale | Samsung targeted Galaxy AI on 400M devices by end-2025 and 800M by end-2026, with over 70% of Galaxy S25 users engaging AI features. |
| Qualcomm QCOM | Owns the NPU | Qualcomm's Snapdragon 8 Elite Gen 5 anchors flagship on-device AI; the company posted ~$38.96B revenue in FY2024, up ~8.8% YoY. |
| Lenovo 0992.HK | AI-PC volume leader | Lenovo's AI-related revenue grew 84% YoY to ~38% of group revenue in Q4 FY25/26, on record full-year revenue of $83.1B. |
| Meta Platforms META | Won the glasses | Meta and EssilorLuxottica sold about 7 million smart glasses in 2025, more than tripling prior-year volume — the breakout AI wearable. |
| Xiaomi 1810.HK | China on-device push | Xiaomi integrated DeepSeek into Super XiaoAI across 25+ devices and partners with Google on Gemini for flagships in international markets. |
| Amazon (Devices) AMZN | Buggy ambient AI | Amazon launched Alexa+ at $19.99/mo (free for Prime) in 2025, but the generative rollout drew reports of erratic smart-home behavior. |
| OpenAI / io io | Unproven hardware bet | OpenAI acquired Jony Ive's hardware startup io for $6.5B in 2025, with a first screenless device targeted for 2026 — still unshipped. |
| HP (ex-Humane) HPQ | Salvage acquirer | HP bought Humane's assets for $116M in 2025 after the AI Pin maker burned roughly $230M and shut the device down. |
| Sandbar SNDBR | Early-stage wearable | AI-ring startup Sandbar raised a $23M Series A co-led by Adjacent and Kindred to build an ambient voice wearable. |