Two Strategies for Surviving the AI Memory Crisis: How Qualcomm and Roku Are Responding to the Chip Shortage

The global memory chip shortage — driven by AI data centers' massive appetite for high-bandwidth memory (HBM) — is forcing consumer electronics companies to adapt in sharply different ways. Two of the most telling responses come from Qualcomm, which is pivoting toward the data center itself, and Roku, which is turning its low-memory operating system into a competitive weapon. Here is a breakdown of their strategies and what the broader shortage means for consumer electronics pricing, shipments, and forecasts through late 2027.

Qualcomm: Diversifying into AI Data Center Chips

Qualcomm is being hit on two fronts. The memory shortage is limiting smartphone production, which directly depresses demand for its mobile chipsets . In response, Qualcomm announced two new AI inference chips for data centers — the AI200 and AI250 — designed to handle memory-intensive AI workloads, with commercial availability targeted for 2026 . This represents a strategic hedge: if consumer device volumes shrink, Qualcomm can capture revenue from the same AI buildout that is causing the shortage in the first place.

Roku: Low-Memory OS as a Competitive Advantage

Roku's approach is the opposite — it is turning a constraint into an edge. Roku's operating system requires significantly less DRAM and storage than competing smart-TV platforms, giving it a bill-of-materials cost advantage as memory prices soar . The company's Q1 2026 shareholder letter acknowledges that higher memory costs will weigh on device margins in the second half of 2026, but notes that Roku's low memory footprint makes it more attractive to TV manufacturers looking to control costs . Analysts predict this could drive more licensing deals and expand Roku's smart TV volumes during the shortage .

---

Broader Impact on Consumer Electronics Pricing, Shipments, and Forecasts

What Is Causing the Shortage

Unlike the pandemic-era chip crunch, this shortage is structural: manufacturers like Samsung, SK Hynix, and Micron are reallocating fabrication capacity toward high-margin HBM for AI data centers and away from conventional DRAM and NAND used in consumer devices . By mid-2026, AI data centers were consuming approximately 70% of all memory chips produced worldwide, up from 20-30% as recently as 2022 . The result is a severe supply squeeze for the memory chips that go into PCs, smartphones, TVs, and gaming consoles.

Pricing: Historic Memory Cost Spikes

• DRAM contract prices surged 90–95% quarter-over-quarter in Q1 2026, according to TrendForce, with another 58–63% increase forecast for Q2 2026 .
• NAND flash prices were projected to rise 70–75% QoQ in Q2 2026, driven by hyperscaler and cloud demand .
• Omdia raised its 2026 semiconductor revenue growth forecast to 62.7%, with the DRAM market nearly doubling in value .
• There are early signs of the surge cooling by Q3 2026, as consumer affordability limits begin to bite, though prices are still expected to climb through Q3 .
• Device retail prices are rising: IDC estimates consumers will pay roughly 14% more for PCs and smartphones in 2026, even as devices ship with less memory and fewer features . Gartner projects PC prices will rise by 17% and smartphone prices by 13% compared to 2025 levels .

Shipment Forecasts: PCs

• IDC forecasts global PC shipments will decline 11.3% for full-year 2026, with Q4 alone falling 20% year-over-year . Conditions are expected to worsen progressively through the year .
• Gartner estimates a 10.4% decline in PC shipments in 2026 .
• Both research firms agree the PC market will not recover until additional memory fabrication capacity comes online, which is not expected until late 2027 at the earliest .

Shipment Forecasts: Smartphones

• IDC forecasts global smartphone shipments will decline ~13% year-over-year in 2026 to about 1.1 billion units — the steepest single-year drop in over a decade .
• Counterpoint Research calls it the "worst annual decline on record," with the memory crisis compounded by geopolitical shocks .
• Jeffries analysts warned of a possible 31% cumulative decline in smartphone shipments over the next year .
• Chinese handset makers are taking a particularly cautious approach, reducing chipset inventory in response to the price surge .

Other Gadgets and Timelines

• Gaming consoles, laptops, and TVs are all affected — manufacturers warn of higher prices and delayed shipments across the board .
• The shortage is expected to persist through at least late 2027, contingent on the ramp-up of new fabrication capacity . A 2026 Kearney PERLab analysis suggested the shortage could last until 2030 under some scenarios .

Key Uncertainty

The exact shipment numbers vary between research firms (e.g., IDC's ~13% smartphone decline vs. Gartner's ~8.4%), likely due to different forecast timing and methodology . However, the direction is unanimous: 2026 will see the worst consumer electronics shipment contraction in a decade, with recovery unlikely before late 2027.