Amazon plans in-house AI chip development for consumer devices starting in 2027.

Amazon expects annual shipments of its own-designed processors to reach about 40 million units once the transition is complete.
Amazon has already begun developing custom data center chips through AWS for several years to reduce reliance on Nvidia and lower AI-infrastructure costs.
AZ3 and AZ3 Pro were introduced in 2025 to enable on-device AI processing across devices such as Echo and Fire TV.
Panay says Amazon will still source chips from external suppliers, including Qualcomm, and is not fully replacing them with in-house designs.
End-to-end silicon is already used in devices like the Echo Show 8, Echo Show 11, and Fire TV, illustrating current on-device AI efforts.
Amazon is planning its biggest overhaul of consumer device chips in two decades. Starting in 2027, the company will begin powering products like Echo, Fire TV, and Kindle with processors it designs entirely in-house, according to Yahoo Finance. The shift is expected to produce about 40 million Amazon-designed chips per year once complete.
Amazon has already taken early steps. The company introduced its AZ3 and AZ3 Pro chips in October 2025 to run AI tasks directly on devices — no cloud needed. Panos Panay, Amazon's SVP of Devices, told CNBC: "We do make our own end-to-end silicon for the devices that we ship."
Amazon has chosen Taiwan's Alchip Technologies to design and test the back-end silicon for its new consumer chips, StockTwits reported. The two companies are working under a "Customer-Owned Tooling" model — meaning Amazon owns the chip designs outright rather than buying a ready-made part from a vendor. That gives Amazon full control over the chip's performance and keeps margins in-house.
Supply chain analyst Ming-Chi Kuo revealed the 2027 roadmap details. He noted that Amazon's free cash flow dropped 95% year-over-year to just $1.2 billion by early 2026. That financial pressure is pushing the company to cut what analysts call the "Qualcomm and MediaTek tax" — the per-unit fees Amazon currently pays to outside chip suppliers for tens of millions of devices each year.
The AZ3 and AZ3 Pro chips, launched in fall 2025, are the foundation of Amazon's edge-AI push. They include a dedicated AI accelerator that runs Alexa+ tasks locally on devices like the Echo Show 8 and Echo Show 11. According to Seeking Alpha, the AZ3 Pro delivers a 50% improvement in wake-word detection compared to previous hardware.
Running AI on the device — rather than sending data to Amazon's servers — cuts response time and improves privacy. Panay has described local AI processing as essential to delivering a "secure ambient experience." It also slashes the cloud computing costs that come with handling millions of voice requests every day.
Panay was careful to say Amazon is not cutting off outside suppliers entirely. He confirmed the company will still source chips from partners including Qualcomm. The likely approach is a tiered model: premium Echo and Fire TV devices get custom Amazon silicon, while lower-cost budget devices may continue using third-party chips to keep prices down and reduce design risk.
Analysts at JPMorgan say the long-term math still favors the in-house move. At 40 million units per year, even a modest per-chip saving adds up fast. But skeptics point to Google's rocky early experience with its Tensor chips as a warning. Building consumer silicon from scratch is expensive and difficult — and Amazon's R&D spend for AI-related investments is already projected to top $190 billion through 2027.
Amazon's consumer chip push mirrors what it already built for its cloud business. AWS custom chips — including Graviton and Trainium — now run at a $20 billion annual revenue rate. The company's chip division started with the 2015 acquisition of Israeli firm Annapurna Labs for roughly $350 million. That same vertical integration playbook is now coming to your living room.
Panay has hinted at new product categories beyond Echo and Kindle. Those include a $49.99 wearable wristband developed with startup Bee, which relies on local edge processing. The Alexa+ subscription service, priced at $19.99 per month for non-Prime members, is the software layer meant to sit on top of all this new silicon — handling complex tasks like booking reservations with sub-second response times.
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