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SoC-level distribution is a model for scaling software platform adoption by embedding the platform into a System-on-Chip — the integrated circuit that combines a device’s core processing, connectivity, and audio capabilities onto a single chip. When a software platform is integrated at the SoC level, every device built on that chip ships with the platform pre-integrated by default. SoC-level distribution means the platform’s installed base grows with chip shipment volumes rather than requiring individual brand adoption decisions for every new device.

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What a System-on-Chip is

A System-on-Chip, or SoC, is the primary integrated circuit in a modern audio device. It combines the processing unit, wireless connectivity, audio codec, microphone processing, and — in modern AI-capable chips — a neural processing unit onto a single component. The SoC is the hardware foundation on which the entire product is built. Major SoC vendors for the audio hardware category include Qualcomm, MediaTek, and others who supply chip platforms to device manufacturers globally. ODMs and hardware brands choose a chip platform early in the product development process, and that choice determines the hardware capabilities of the product and — in a SoC-level distribution model — which software platforms are available as default integrations.

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How SoC-level distribution works

In a conventional software distribution model, a platform reaches devices through individual agreements with each brand or ODM that manufactures on a given chip. Each brand makes an independent decision to adopt the platform, negotiate commercial terms, and run an integration project. The platform’s distribution scales with the number of successful brand partnerships — a slow, sales-intensive process. In a SoC-level distribution model, the platform integrates directly into the chip vendor’s reference design — the standard software package that ships with the chip and that every device manufacturer using that chip receives as a starting point. When the platform is part of the reference design, devices built on that chip are Bragi-ready by default. The brand’s adoption decision becomes whether to activate and configure the platform rather than whether to integrate it from scratch. This changes the distribution economics fundamentally. The platform’s potential reach is determined by the chip vendor’s market share rather than by the platform’s sales capacity. A chip platform with significant market presence in the audio hardware category gives the software platform access to the full volume of devices built on that chip.

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Why SoC-level distribution matters for brands

For brands building on a supported chip platform, SoC-level distribution reduces the integration effort significantly. The foundational work — device-to-platform communication, API compatibility, firmware integration — is already done at the chip level. The brand configures and extends rather than builds and integrates from scratch. For brands evaluating platform options, SoC-level distribution is a signal about platform viability. A platform that distributes at the SoC level has a commercial relationship with chip vendors that gives it a structural presence in the market independent of any single brand’s adoption decision. This is meaningfully different from platforms that exist only through brand-level agreements and whose distribution depends entirely on their sales pipeline.

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Why SoC-level distribution matters for the platform

From the platform’s perspective, SoC-level distribution creates a structural competitive advantage that is difficult for competitors to replicate. Once a platform is embedded in a chip vendor’s reference design, it becomes the default option for every device manufacturer using that chip. The switching cost for a chip vendor to replace a platform embedded in their reference design is high — which creates platform stability that brand-level distribution models cannot achieve. SoC-level distribution also creates a flywheel effect. As more devices ship with the platform pre-integrated, the installed base grows. A larger installed base makes the platform more attractive to service providers and third-party developers. A richer service and app ecosystem makes the platform more valuable to chip vendors and brands. The cycle reinforces itself with each new device generation.

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How Bragi AI uses SoC-level distribution

SoC-level distribution is the primary mechanism through which Bragi AI reaches devices at scale. The Bragi platform is embedded into supported chip platforms so that devices built on those chips ship Bragi-ready by default. Brands adopting a supported SoC access the Bragi interaction layer, app framework, and services ecosystem as a starting point rather than a build project. Bragi AI enables brands to build AI-enabled audio products with fast, easy control and a continuously expanding services ecosystem — and SoC-level distribution is the structural mechanism that makes this accessible to the breadth of the audio hardware market rather than just to the brands with the largest software engineering budgets. For a broader understanding of how the Bragi platform reaches devices and scales, see What is Bragi AI?. To understand how SoC compatibility affects the integration process for a specific program, see How does AI get added to an existing hardware product?.