N · 02 The Autonomous Retail Platform

Solutions for physical spaces.
Built on one ontology.

Five autonomous agents over a unified ontology, executing on the floor through a connected hardware fleet. 150+ data sources converge into one knowledge graph; 1M events per second resolve to coordinated action across kiosks, POS, signage, and robots, deployed in 7,500+ stores.

AGENT CONSTELLATION · 5 NODES
1M EV/S
CORE STOREMANAGERINVENTORYDELIVERYOPSMARKETINGESG
FIG.02, Agent Topology ONTOLOGY-LINKED
02SOLUTIONS

Seven solutions. One ontology underneath.

Every product line below queries the same knowledge graph. Add one solution, the others get smarter. The lattice compounds with deployment.

01 AI CONCIERGE

Where every visitor becomes a typed entity.

Recognize, brief, and route visitors. The lobby itself becomes the agent, face check-in, secure digital access pass, contextual screens, and host notifications, all coordinated through one ontology.

  • Face recognition + secure digital access pass (mobile-issued)
  • Real-time Slack / Teams notification to host
  • Multilingual ambient screens that adapt to who is in the room
Live deployment: KOTRA Silicon Valley · IT Business Center
Learn more
02 NEXT AI AGENT

Five autonomous agents. One nervous system.

The control plane for autonomous retail. Five domain-specialized AI agents, StoreManager, Inventory, DeliveryOps, Marketing, ESG, share state through one ontology and execute end-to-end across your store.

  • Ontology-based knowledge graph from 150+ data sources, 1M events/sec
  • 5 specialist agents coordinating through one orchestrator
  • Production: 7,500+ stores · ROI from labor / energy savings
SaaS · pricing tailored to deployment scale
Learn more
03 AI KIOSK DETAIL PAGE COMING SOON

Self-order with face-aware UI.

ADA-certified self-service kiosk that recognizes returning customers and recommends menus matched to their preference. One of only three companies in Korea with national Barrier-Free certification.

  • ADA + Barrier-Free certified (wheelchair height, voice guidance, braille)
  • Emotion recognition + personalization (94.5% precision)
  • Day-one payment ready: Valor PayTech, Fiserv, EMV / PCI-DSS certified
04 NANO DETAIL PAGE COMING SOON

Unmanned café in a single column.

Coffee.ZIP, a fully autonomous micro-store. Pour, serve, settle, without a barista. AI Agent runs the operation end-to-end with 24-hour service.

  • Full autonomy, emotion-aware ordering, robotic prep, contactless payment
  • 24-hour service, zero on-site staff
  • Demonstrated at World IT Show 2025 · CES 2024
05 AI SIGNAGE DETAIL PAGE COMING SOON

Digital menu boards that know who's looking.

Vision AI + Naver Cloud audience data drives real-time, audience-aware digital menu boards. Doubles as a retail-media surface, advertisers reach physical-store viewers with digital-grade targeting precision.

  • Real-time content adaptation (dayparting, demographic, sentiment)
  • Retail-media surface, anonymous demographic + sentiment targeting
  • Multi-format: menu boards, queueing displays, dayparting ads
06 AI MEDIA SHELF DETAIL PAGE COMING SOON

The shelf that scans itself.

Vision AI continuously monitors shelf state, identifying out-of-stock, misplacement, and customer interest in real time. The shelf becomes a live data source, not a passive display.

  • Vision-based out-of-stock detection (Level 1-5 detection accuracy 95%+)
  • Auto-replenishment trigger to staff or robot
  • Retail media surface integrated (display + shelf as one)
07 AI VISION (AIOT) DETAIL PAGE COMING SOON

Sensor fusion as a single sense.

The eyes of the store. Vision + IoT sensors converge into a single perceptual layer feeding the ontology, footfall, dwell time, queue length, environmental conditions, all queryable in real time.

  • Multi-sensor fusion: cameras, IoT environmental sensors, presence detection
  • Real-time analytics: footfall, dwell, anomaly detection
  • Privacy-first: anonymous processing, on-prem inference, retention windows
04Industries

Built for the businesses that built the modern store.

Deployed across QSR, retail, hospitality, and public-sector spaces, wherever physical operations meet customer interaction.

01

QSR · Quick-Service Restaurants

Order capture, kitchen orchestration, peak-hour load balancing.

DEPLOYMENTHigh-throughput chains, regional franchises, independent operators.
02

SMB Retail & Convenience

Inventory, foot-traffic analytics, accessible self-checkout.

DEPLOYMENTConvenience, beauty, specialty, and neighborhood retail.
03

Hospitality

Table ordering, multilingual voice UX, integrated payment for dine-in and takeout.

DEPLOYMENTCafes, casual dining, and hotel F&B.
04

Smart Public Spaces

ADA-compliant kiosks for government facilities, transit, and public services.

DEPLOYMENTSix consecutive years in Korea's national accessibility program (2020–2025).
05Trust

Compliance, integration, and a track record measured in stores.

Built for global retail. Every certification, every integration, every partnership in this section is in production today.

CERTIFICATIONS
ADA
Americans with Disabilities Act, full compliance for U.S. self-service deployments.
EMV / PCI-DSS
Payment security standards, certified across kiosk, POS, and table-order surfaces.
CCPA
California Consumer Privacy Act, explicit consent, at-rest encryption, automatic data destruction.
Barrier-Free
Korea National "Priority Purchase Intelligent Information Product", one of only three companies certified.
INTEGRATIONS
Valor PayTech
100,000+ U.S. terminals. Day-one payment readiness across all major card networks.
Fiserv
One of the largest U.S. payment processors. Expanded coverage and settlement.
Hanasis
Los Angeles-based hardware supply and after-service. North American logistics ready.
STRATEGIC PARTNERS
OpenAI
Korea's official partner startup program.
Sony
Strategic partnership.
Samsung
Strategic partnership.
Naver Cloud
Cloud infrastructure and AI partnership.
2019
Founded
7,500+
Active stores in production
$8.63M
2025 revenue
150+
Integrated data sources
1M/sec
Real-time event throughput
9
Registered patents (4 PCT)
7 yrs
Government supply program
30
Engineers and operators
06Thesis

Online retail was rebuilt around data. The physical store still runs on glue.

Modern e-commerce is one stack: a single source of truth for inventory, customers, orders, and signals. Decisions are made where data lives, and the system acts within milliseconds.

The physical store is not. Today's offline retail runs on a dozen disconnected systems, POS speaks to the printer, the kiosk speaks to a card reader, the signage speaks to nothing, and the manager speaks to a spreadsheet. Each surface has its own UI, its own data model, its own clock.

Hardware-first incumbents ship more terminals. We ship the layer beneath them: an ontology that lets a kiosk, a robot, a sensor, and an inbox describe the same store in the same language. On top, agents that do not just observe, they act.

That layer is the precondition for autonomous retail. It is what we built first.

07Get Started

See the platform on your store.

Tell us about your operation. We'll set up a 30-minute demo with a U.S.-based product engineer and a draft deployment plan tailored to your hardware and POS.

We'll respond within one business day. Direct line: support@nextrion.ai

Thanks. We'll respond within one business day.

Direct line: support@nextrion.ai