Lantern turns a smartphone into an AI-powered 3D scanner. Using on-device AI with ExecuTorch, it generates accurate 3D meshes in real time without cloud processing, LiDAR, or external hardware, making 3D scanning fast, private, and accessible.
visiondev tools
A private, on-device memory assistant for cognitive decline. Using ExecuTorch on Snapdragon 8 Elite NPU, it identifies faces, transcribes conversations via Whisper, and generates warm recall cues via Llama 3.2 1B - fully offline, zero cloud.
healthvision
PrivateDoc is an offline, on-device visual assistant that uses ML Kit OCR, ExecuTorch, MiniLM, and Llama 3.2 to scan, index, and answer questions about private documents. Its strict RAG pipeline provides source-grounded answers. Powered by SnapDragon.
visionsecurity
SnapOn is an offline multimodal AI assistant for Android. Point your camera, speak your question, get instant answers about people, objects, documents, and scenes, powered by Qualcomm Snapdragon NPU and ExecuTorch. No cloud. Total privacy.
visionvoice
OBSERVA is an offline-first, on-device Android assistant for blind and low-vision users that provides real-time hazard-aware guidance, scene understanding and accessibility feedback using private edge AI without sending camera data to the cloud.
accessibilityvision
On-device voice-stress detection that fuses two Snapdragon NPU models: WavLM (how you speak) and Whisper (what you say), into one confident reading. 100% local: no cloud, no recording, no LLM. Sustained stress triggers a private, calming nudge.
healthvoice
We built Insight an ultra-lightweight, on-device computer vision model that acts as a real-time 'co-pilot' for data collectors. Running directly on companion edge device, it continuously monitors hand visibility.
visionrobotics/hardware
direct on device pose esitmators
An intelligent, on-device AI tour planner that creates personalized itineraries and travel routes completely offline
productivity
On-device VLM-guided Lockout/Tagout (LOTO) assistant for industrial electricians. Uses ExecuTorch + Qualcomm QNN on Hexagon NPU to verify breaker states via camera, capture evidence, and generate permit PDFs offline with zero internet permission.
visionrepair/trades
Sub Rosa records a lawyer's first client meeting and turns it into clear intake notes: facts with the quotes that back them, the standard intake items the client never mentioned, and follow-up questions. Runs on the phone, fully offline. No cloud.
legalvoice
A second opinion that never leaves your phone. HALO connects your hospital records to your smartwatch and turns the stream into plain-language health insight. Every model runs on the Snapdragon NPU through ExecuTorch, nothing is uploaded to cloud, ever.
health
When disaster cuts the signal, the help is already in the room. Beacon turns nearby phones into one offline AI cluster — sharding an LLM across their NPUs — so people get expert-level help anywhere, with no network and no setup.
healthaccessibility
Scribend provides real-time, offline transcription of doctor-patient conversations on mobile devices. It leverages a local vector database and Edge AI to generate structured SOAP notes, ensuring total patient data privacy.
healthvoice
A mobile app which uses camera scans and on-device AI to give real-time step-by-step instructions to build a simple house in the local environment without connection to the internet.
visioncreative/music
Hermes is an Android translation assistant that scans text or speech and converts it into translated, accessible output on-device.
voiceaccessibility
1000+ data center racks are built every week and are assembled at volume by labor crews which is slow and error-prone. We built a real-time AI-powered server rack inspection and procedure tool that assists technicians building server racks with accuracy.
visionrepair/trades
data center wiring assembly guide ray ban
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dev tools
EchoWalk runs 4 AI models entirely on the Snapdragon NPU. A semantic safety radar warns you about obstacles and finds things around you through spatial audio; a tap-to-describe vision-language path speaks what’s in the room.
accessibilityvisionvoice