Intelligent, Offline AI for the Edge

LLM-Powered Document Search + Voice Assistant on Android. Runs 100% locally on Qualcomm 6490 / 8550 chipsets — no cloud, no compromise.

Schedule a free demo
Generate - Summarize main points in these documents
Generate prompt

Generate Nano is a containerized, locally hosted AI assistant and document search platform.

Optimized for offline performance on Qualcomm-powered Android edge devices, Nano is delivered as a pre-packaged APK or SDK, enabling lightning-fast on-device voice and text queries via LLMs and Whisper ASR.

Device aid

POS troubleshooting and training

Instant help, smart setup, and automated troubleshooting—available anytime, no IT required.
Menu Assistant

Intelligent ordering and menu discovery

Let guests ask questions, explore menus, and order instantly—using their voice.

Core SDK Components

Instant help, smart setup, and automated troubleshooting—available anytime, no IT required.
Private documentation

Optimized Inference Engine

A GPU-accelerated engine designed to quickly load and run LLMs on Qualcomm devices with minimal overhead.
Content generation

Fine-Tuned Local LLMs

Compact language models with built-in guardrails, carefully optimized to perform reliably on resource-constrained hardware.
Vector database

NPU-Accelerated Voice Module

Combines a voice-specific LLM and OpenAI Whisper-based ASR for fast and accurate voice-to-text conversion using the on-chip NPU.
Document search

Advanced Vectorization + Graph Database

Generate Nano stores all setup documentation and help files, enabling quick onboarding and issue resolution. Staff can ask plain-language or voice-based questions for hands-free assistance, receiving step-by-step guidance to keep operations running smoothly.
Document search

Integrated Fleet Dashboard

Enables real-time system monitoring, log access, and vector database updates via a unified management interface.

Device Aid

AI-Powered Offline Support Assistant for POS Devices
Dashboard mockup

Key Benefits

  • Answers troubleshooting, setup, and training questions
  • Operates fully offline using local documentation and LLM
  • Supports voice and text input
  • 70%+ faster issue resolution = lower support costs
  • Enhanced customer satisfaction and staff productivity

Technical Highlights

  • Built in React Native, packaged as a standalone APK
  • Full RAG pipeline for contextual answers
  • Live document management and vector index rebuild
  • Whisper ASR for multilingual transcription
  • Secure, containerized on-device processing
Scalability and Customization
Increased Efficiency

Example Queries

Device Aid is a secure, on-device LLM application that delivers instant, context-aware answers to work-related questions by querying internal documents. It integrates seamlessly with company files, enabling fast, private, and reliable support through natural language queries.

Generate Nano Fleet Dashboard

Complete Management for Device Aid and Menu Assistant Deployments

Device registration, tracking & ping status
Real-time logs with filtering & full-text search
Role-based user access & SSO login
REST API for programmatic control
Bulk device updates and management

Tech Specs

LLM Models

Device Aid: Interplay Think
  • 4-bit quantized
  • Runs on GPU
Menu Assistant: Interplay Res
  • 4-bit quantized
  • CPU with 4-thread performance

Speech Recognition

OpenAI Whisper ASR (NPU-accelerated)
99-language support
Fully upgradable

Requirements

Android 13+
Qualcomm 6490 or 8550 chipset

Architecture

RAG pipeline (vector search + LLM)
Local document retrieval (BM25 or vector)
Offline-first with flexible upgradability

Unlock new possibilities

Not sure if Generate Nano will work with your company?