# Nexuni (耐思尼)

> Nexuni (耐思尼) is an AI robotics company building a universal AI brain — NIRO — that drives all kinds of robot hardware for rapid real-world deployment and autonomous on-site operation. An NVIDIA Inception startup featured on the AI supply-chain list unveiled by Jensen Huang at NVIDIA GTC 2026. 100+ AI robots and automation systems deployed; helps enterprises cut labor costs 88% and boost productivity 150%.

## Company Overview

Nexuni (耐思尼) is an AI robotics company founded in Hsinchu Science Park, Taiwan. We build a universal AI brain — the NIRO platform — that drives any robot or automation hardware, letting robots deploy fast and handle real-world situations autonomously. We are an NVIDIA Inception startup, featured on the AI supply-chain list announced by Jensen Huang at NVIDIA GTC 2026, with the goal of advancing the application of AI in robotics. We have deployed 100+ AI robots and automation systems — fully automated welding, patrol robot dogs, license-plate parking management, and AI smart security — saving customers 88% on labor costs and boosting productivity 150%. Our team includes members from MIT, CMU, NTU, NTHU, and NYCU.

- Website: https://www.nexuni.com
- Location: 6F-2, No. 31, Huanke 1st Rd., Zhubei City, Hsinchu County 302, Taiwan
- Contact: contact@nexuni.com | +886-3-555-1566
- Languages: Chinese, English, Japanese

## Why Nexuni?

1. **Certified Technology Partner** — NVIDIA Inception member and Universal Robots certified solution provider, building reliable automation on proven platforms.
2. **Cut Costs, Boost Output** — AI-driven automation saves 88% on labor costs and boosts productivity by 150%, with ROI in under 6 months.
3. **Proven at Scale** — Over 100 robots and automation systems operating reliably across factories, communities, and parking facilities.

## Products

### AI Robots
- **AI Security Patrol Robot Dog** — autonomous SLAM navigation, real-time anomaly detection, instant alerts. Deployed in factories, campuses, communities. 24/7 unmanned patrol.
- **Smart Welding Robot** — laser scanning + Universal Robots collaborative arms, auto-corrects workpiece deviations, 80% setup time reduction, 50% efficiency boost.
- **High-Rise Facade Cleaning Robot** (Coming Soon) — AI-powered autonomous exterior cleaning, replacing dangerous rope-access work.
- **AI Bimanual Service Robot** (Coming Soon) — dual-arm robot powered by end-to-end policy learning from human demonstration. Learns new tasks from minimal demos, no reprogramming required.

### Parking Management Systems
- **AI Parking Management System** — AI edge computing, cash, credit card, QR code payment.
- **Community LPR Parking Control Unit** — compact AI license plate recognition, visitor management, access control in one device.
- **LPR Engine** — smaller than a phone, low-power AI edge computing, open API.
- **Vision-Based Parking Guidance System** — AI real-time space detection.
- **Intelligent Parking Pole** — low-power AI LPR, replaceable battery for off-grid locations.

### Security & Surveillance
- **AI Video Security System** — multi-camera monitoring, anomaly alerts, smart playback search.
- **AI Illegal Parking Detection** — LPR + RF positioning for automated violation detection.

## Core Technology

### NIRO — The Universal AI Brain
NIRO (Nexuni Intelligent Robot Orchestration) is an AI Harness for Robotics that drives any robot or automation hardware in software. It turns natural language and multimodal perception (vision, voice, thermal, gas, localization) into precise, executable robot actions.
- **Plug-and-play LLMs** — works with any large AI model (Gemini, Claude, ChatGPT, or on-prem)
- **Agentic AI for robots** — task decomposition and tool orchestration into subtasks and skills (navigation, welding control, vision recognition + custom expansion)
- **Universal robot brain** — swap the brain, not the build; one NIRO reused across the product line
- **Independent safety core** — hardware-level fail-safe with instant cutoff

### Three R&D Pillars
- **Motion Control** — in-house real-time control core: deterministic control, low latency, industrial-grade stability. 6-axis arms, 12-motor quadrupeds, dual-arm collaboration.
- **Perception** — multimodal sensing (vision, optical, gas) with an AI auto-labeling pipeline that turns raw perception data into high-quality training datasets. NIR weld-pool, gas, and night-vision thermal sensing.
- **Decision Intelligence** — robotics-native Agentic AI and Vision-Language-Action (VLA) models let large models understand tasks and generate actions directly; combined with VLA, robots learn skills from a few human demos with minimal training data.

These pillars feed a **data flywheel**: real-world data → digital-twin simulation → reliability gains → scaled deployment (smarter with every deployment).

### Verifiable Safety
The safety loop is fully decoupled from AI logic. The AI thinks and makes flexible decisions; an independent safety core, deterministic at the hardware level, interrupts any anomaly within milliseconds.
- **Edge security** — 100% on-prem edge inference, fully offline-capable; data stays in-plant
- **Independent safety core** — e-stop and zone protection trip power directly; independent watchdog interrupts, designed to ISO 10218
- **Reliable control** — millisecond control cycles, predictable behavior, auto-recovery; burn-in tested before shipping
- **Quality traceability** — full video + parameter logging → real-time AI QA → auto anomaly alerts → exportable audit trail

## How to Collaborate

Two ways to work with Nexuni:
- **Standard Collaboration**: Select products from catalog → Consult with our team → Receive tailored quotation → Deploy with training and support.
- **Launch Customer**: Sign MOU & forward deploy engineer → Proposal with MOQ quote → Custom design & development → Deploy with continuous AI evolution.

## Markets Served

Taiwan, Singapore, Japan, United States, Canada, Asia-Pacific, Europe.

## Social Media

- LinkedIn: https://www.linkedin.com/company/nexuni
- YouTube: https://www.youtube.com/@nexuni
- Facebook: https://www.facebook.com/profile.php?id=100070603490643
- Instagram: https://www.instagram.com/nexuni.co/

## Pages

- [Home](https://www.nexuni.com/en/)
- [Products](https://www.nexuni.com/en/solutions)
- [Core Technology](https://www.nexuni.com/en/core-technology)
- [About Us](https://www.nexuni.com/en/about/about_us)
- [How to Collaborate](https://www.nexuni.com/en/about/colab_flow)
- [Careers](https://www.nexuni.com/en/about/career)
- [Contact](https://www.nexuni.com/en/contact)
- [Case Studies](https://www.nexuni.com/en/stories)
- [Blog](https://www.nexuni.com/en/blog)
- [Full Content](https://www.nexuni.com/llms-full.txt)