Today, the global unmanned store market is undergoing explosive quantitative growth. However, beneath this rapid expansion lie structural limitations: increased search fatigue for users due to complex UIs, lowered profitability due to the absence of active selling or proactive product recommendations, and a deepening digital divide—often referred to as ‘kiosk phobia’—that limits accessibility for vulnerable groups such as the elderly.
At One-First Global, we aim to break through the constraints of traditional, supplier-centric, static touch-screen kiosks. We are driving a fundamental paradigm shift toward a ‘Zero-Learning Interface’ where an order is fully completed with just a single natural conversation.
Our proprietary ‘HOUSE-MOON AI Agent’ is a next-generation multimodal solution. Going far beyond simple keyword matching, it precisely analyzes complex user intents, maintains a flawless conversational context, and delivers hyper-personalized recommendations. This technology aligns perfectly with the core values of the 2025 revised Act on the Prohibition of Discrimination against Persons with Disabilities, moving past mere physical accessibility to bridge gaps in information and culture.
Backed by more than 20 years of hands-on experience and expertise in digital marketing and unmanned systems, our company has secured strong distribution channels across 350+ locations nationwide along with core patents, establishing ourselves firmly as an Innovative Growth Type Venture Business. Leveraging our successful Proof of Concept (PoC) in the domestic market, we are now accelerating our global expansion into international unmanned solution markets, including Mongolia, Vietnam, and Cambodia.
Moving beyond a mere manufacturer of unmanned vending machines, we pledge to be a trusted business partner that generates social value through technology—practicing ESG management that coexists with small business owners and prioritizes environmental sustainability.
We invite you to join and support One-First Global as we pioneer the future of smart retail tech.
Thank you.
By combining proprietary AI interaction interface technology with highly reliable hardware, we present the future of smart eyewear—a space that ensures no one is left behind in the digital age.

An AI engine built on a lightweight (sLLM) algorithm design that easily integrates into low-spec systems. It captures complex user intents and maintains context to deliver proactive, hyper-personalized product recommendations.

A top-tier multimodal hardware system seamlessly integrating voice recognition microphones and vision sensors. Proven through rigorous PoC in real store environments to deliver outstanding, uninterrupted 24/7 operational stability.

An intelligent barrier-free interface that proactively complies with the 2025 revised Act on the Prohibition of Discrimination against Persons with Disabilities. Eliminating complex UI friction, it opens doors for the elderly and digitally vulnerable..
One-First Global provides next-generation unmanned retail solutions powered by AI technology. Our core deliverable operates as an integrated platform ready for immediate store deployment:
HOUSE-MOON AI Core Engine SDK: sLLM-based software capable of understanding complex user intents and maintaining context.
Intelligent Unmanned Capsule Vending Machine: A multimodal hardware system integrating voice recognition and vision sensors.
Integrated Admin Dashboard: An all-in-one web service for real-time remote control, conversation log analysis, and data-driven demand forecasting.