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Private by default
Inference runs on the user's own device. Prompts, documents and data never leave it — nothing to leak, nothing to subpoena.
Dumplings AI: all-you-can-eat AI, served offline
Take your AI on the edge.
Ship steaming-fast AI to your app, running entirely on users’ devices. Offline, private, GPU-accelerated and never tied to per-token cloud costs.
on-device·0 cloud calls
What is Dumplings AI?
The cloud is far away. The edge is right here.
Dumplings AI is an on-device inference engine for B2B products. We embed real LLMs straight into your app, so the model runs on the phone, laptop or desktop in your user’s hand, not in someone else’s data center.
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Instant, local latency
No network round-trip. Tokens stream the moment a user hits send, even on a flaky connection or a packed conference Wi-Fi.
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Works fully offline
Planes, subways, rural coverage, air-gapped enterprise. The model is on the device, so the feature just works.
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No per-token cloud bill
Compute is the device you already shipped to. Usage scales with your users for free — not with an API meter.
Business use cases
Where Dumplings AI is on the menu.
Wherever data is sensitive, connectivity is unreliable, or cloud bills scale with your success — on-device AI just fits.
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Fintech & crypto
Private market Q&A and in-app assistants that never ship a user's portfolio, balances or prompts to a server. It's exactly how Bitcoin News: Markets & AI already runs.
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Healthcare & regulated
Document Q&A over sensitive records where nothing leaves the device. No PHI in transit, nothing to breach, nothing to subpoena.
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Field & offline work
Logistics, aviation, travel, rural coverage and air-gapped sites. The model lives on the device, so it works with zero bars of signal.
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Consumer apps at scale
Ship AI features whose cost doesn't balloon with your user count. Compute is the device you already shipped to — not a per-token meter.
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Manufacturing & IoT
Factory-floor tablets, edge gateways and embedded hardware that run AI locally — no backhaul, no round-trip latency, no dependence on the plant network staying up.
One engine · every platform
Write the feature once. Ship it everywhere your users are.
Dumplings AI runs natively across mobile and desktop and picks the fastest GPU backend on each device automatically — falling back gracefully when hardware is tight.
- iOSMetal
- AndroidVulkan / OpenCL
- macOSMetal
- WindowsCUDA / Vulkan
- LinuxCUDA / Vulkan
- + open models, quantized & tuned per device
Live in production
Already shipping inside Bitcoin News: Markets & AI
The app’s AI assistant — chat, news summarization and market Q&A — runs entirely on Dumplings AI. The model lives on the device, so answers are instant, work offline, and not a single prompt touches a server.
9:41✈️ on-device
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Markets AI
● running locally
Summarize today's Bitcoin headlines.
BTC is holding above support after ETF inflows ticked up. Two macro prints land this week — watch for volatility around them. 📈
Is this running on the server?
Nope — I'm running fully on your device. ✈️ Even in airplane mode.
Ask anything…
↑0 cloud calls
How it works for clients
From “we want AI” to shipped — in three steps.
Tell us your use case
Chat assistant, summarization, search, classification, agents — whatever your product needs an LLM to do on-device.
We embed the engine
Dumplings AI drops into your app as a native module. We tune the model, quantization and GPU backend per platform.
Ship private AI
Your users get fast, offline, private AI. You get zero inference bills and nothing sensitive on a server.
Let’s bring edge AI to your product.
Tell us what you’re building. We’ll figure out how to run it privately, on-device, across every platform you ship to.