Generate for Nano Offline

AI That Runs Where The Cloud Can’t.

Generate Nano brings powerful LLM intelligence to edge devices, delivering instant, private, offline AI for retail, industrial, and field operations.

What Is Generate Nano?

Generate Nano is Iterate.ai’s offline AI engine that runs large language models directly on Qualcomm-powered Android devices. It brings Generative AI to the edge — no internet, no latency, no data leaving the device.

On-site Industrial Operations

Empowers technicians and operators with instant, offline AI assistance for diagnostics, safety guidance, and workflow automation directly on the factory floor.

Restaurant & Retail Ordering

Enables fast, intelligent, and privacy-safe ordering experiences by running conversational AI entirely on-device, even in low-connectivity environments.

Field Service & Mining Environments

Delivers rugged, always-available AI support for remote teams working in extreme conditions where connectivity is unreliable or nonexistent.

Mobile Workforce Tools

Enhances mobile applications with real-time, on-device intelligence to boost productivity, decision-making, and task execution for distributed teams.

Edge-Ready Use Cases

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

A smart assistant that runs locally on rugged Android devices for industrial and mining operations.

  • Queries standard operating procedures
  • Delivers instant AI-powered assistance
  • Reduces external support costs
  • Always available — even offline
Download for QC 6490 APK
Download for QC 8550 APK
Menu Assistant

Voice-enabled AI that transforms menu discovery and ordering.

  • Natural voice-based interactions
  • Instant answers and menu insights
  • Faster order times through a single conversational interface
Download for QC 6490 APK
Download for QC 8550 APK

Powered by Qualcomm Edge Intelligence

Iterate.ai is the exclusive provider of LLMs for Qualcomm’s QCM6490 chip — the only company capable of running 3B+ parameter models locally on that hardware. Generate Nano is optimized for Qualcomm’s IoT/Edge lineup:

  • QCM6490, QCM8550, QCS8250 (industrial, retail, mobile)
  • Secure, low-power, high-speed performance

Why Edge AI Matters

Deliver real-time, secure, and cost-efficient intelligence directly on devices to enable faster decisions and smarter operations.

Qualcomm’s enterprise customers rely on edge AI when:

  • Cloud AI isn’t allowed for compliance or privacy
  • Internet or power is unreliable
  • Real-time decisions are mission-critical

Generate Nano solves these challenges with:

  • Offline inference (no cloud dependency)
  • Local privacy (no external data exposure)
  • Real-time RAG (sub-second response)

Integrated Fleet Dashboard

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

  • 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

Advanced High-Speed Vector & Graph Search

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.

The Edge Layer for Iterate’s Platform

Nano isn’t just an offline AI product; it is the edge intelligence layer for Iterate’s broader platform, powering field AI for Generate and Interplay.

Bring AI to the Edge

Explore how Generate Nano powers intelligence in your devices — privately, instantly, anywhere.