AI QR Space and AI QR Certification Center: A Solution for Enhanced Digital Accessibility for All
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AI QR Space and AI QR Authentication Center are innovative ideas to reduce the gap between cutting-edge technology and everyday life. This system aims to eliminate the difficulties experienced when using various digital services such as kiosks, hospital information systems, and banking services. It is designed so that even the elderly or those who are not familiar with using digital devices can conveniently use the service with the help of AI. The ultimate goal is to build an inclusive digital environment where everyone can enjoy the benefits of technology by receiving real-time guidance through smart glasses or smartphones via AI QR codes.
Concept of AI QR space and authentication center
AI QR Space is a platform where various institutions such as stores, hospitals, and banks register information on how to use their services, and AI processes this and provides it as a standardized QR code. This QR code is not a simple link, but an intelligent information transmission medium, and when a user scans it with a smart device, AI provides real-time guidance appropriate to the situation.
Features of AI QR Code
Unlike general QR codes, AI QR codes are linked to artificial intelligence and can be interacted with. This code contains unique identification information of stores or institutions, service usage methods, location information, etc., and AI provides customized guidance to users based on this information. In addition, AI QR codes are verified by the AI QR Certification Center to ensure security and reliability.
Role of AI QR Authentication Center
The AI QR authentication center plays an important role in verifying the accuracy and security of information registered in the AI QR space. The authentication process is based on AI automatic verification, but if necessary, it undergoes verification by the authentication manager and also conducts precise verification through random sampling. This multi-verification system prevents security threats such as QR phishing and allows users to use the service with confidence.
Technical background and necessity
The digital divide problem in modern society
In modern society, services utilizing digital technology such as kiosks, self-check-ins, and unmanned stores are rapidly spreading. These technologies provide efficiency and convenience, but at the same time, they are causing a new social problem called the digital divide. In particular, the elderly and those who are not familiar with using digital devices are having great difficulty using these services.
Case studies of problems that occur in real life
Many problems occur in real life, such as when an elderly person visits an unmanned restaurant and does not know how to use the kiosk and ends up giving up on eating, when they are confused about the complicated treatment process at a hospital and do not understand it, and when they wait unnecessarily for a long time at a bank after taking the wrong number. These problems go beyond mere personal inconvenience and can lead to social isolation and frustration.
The Need for AI QR Systems
The AI QR system acts as a bridge to bridge this digital divide. It allows everyone to enjoy the benefits of technology by allowing users to easily use services with the help of AI without having to learn how to use complex digital devices. It also allows service providers to improve customer satisfaction and operational efficiency.
AI QR System Operation Principle and Process
User Experience Process
The user experience of the AI QR system is very intuitive and simple. For example, if a user wearing smart glasses stands in front of a kiosk and says, “AIQR, I want to order at the kiosk in front of you,” the AI will respond immediately. The camera attached to the smart glasses scans the AI QR code on the kiosk screen, and based on the information contained in the code, the AI will present the user with options such as, “Would you like me to guide you on how to use the kiosk? Or would you like to order online at the store?” The user can choose the method that is convenient for them to use the service.
AI QR registration process for stores/organizations
The process for stores or institutions to introduce AI QR systems has also been simplified. Access the AI QR Space online system and register information on how to use the kiosk or service information. You can enter detailed information directly, but if you only provide a link to an existing homepage or blog, AI will automatically extract and organize the necessary information. The registered information is organized into a markdown format by AI, and after final confirmation, you apply for certification to the AI QR Certification Center.
AI QR authentication process
The authentication process is conducted through thorough verification. First, the identity of the information provider is verified through self- or institution-based authentication. After that, AI automatically verifies the registered information, and only if there is a problem, the authentication manager directly checks it. The AI QR code that has been authenticated is continuously tracked through history management, and is automatically updated when the information changes. This systematic authentication system ensures that users can safely use the AI QR service.
Various use cases of AI QR system
Kiosk Ordering Assistant
When ordering through a kiosk at an unmanned restaurant or cafe, the AI QR system will guide you through the use of the kiosk in real time. The AI will explain in detail through voice or screen on your smart device which button to press on the screen and in what order to proceed. In addition, if you do not want to use the kiosk, you can also order online directly through AI, expanding the user's options.
Hospital treatment guidance system
Even in the complex hospital treatment process, the AI QR system is of great help. By scanning the AI QR code attached to the hospital reception or information board, you can clearly receive information on the location of the examination room, waiting time, next procedure, etc. This is especially useful for first-time patients or patients who need to undergo complex tests, and it can also reduce the repetitive guidance work of hospital staff.
Restaurant table ordering service
The table ordering system, which orders through a small display installed on the table, can also be used more conveniently through AI QR. By scanning the AI QR code displayed on the table ordering display, you can see the menu information in a larger and clearer size, and you can also order by voice. In addition, table location information is automatically recognized, so the process from ordering to payment is smooth.
Provide restaurant and store information
When you scan the AI QR code attached to a restaurant sign, window, or door while walking down the street, you can immediately check various information. For example, you can check in real time whether there are any empty tables in the restaurant and whether you can enter right away. You can also see the entire menu and prices sold by the restaurant, as well as blog reviews, ratings, and recommended menus. If there are people waiting, you can register to wait using the AI QR and receive information on the expected entry time. In addition, you can check various promotional information such as events, discounts, and new menu releases currently being held at the restaurant at a glance. In this way, through the AI QR system, users can easily and quickly obtain all the information they need before entering a restaurant or store, allowing them to enjoy a more convenient dining and shopping experience.
Online direct ordering system
The AI QR system is not only used in offline stores. You can also order directly from your smart device at home using the AI QR information of stores you have previously visited. This is a method of connecting directly with stores without going through existing delivery apps, so stores can reduce intermediary fees and consumers can receive faster service.
Guide to using public facilities and transportation
AI QR systems can also be applied to public facilities such as bus stops, subway stations, tourist attractions, and museums. AI provides real-time information on how to use each facility, related information, and guidance on surrounding facilities, thereby increasing the convenience of visitors. This will be a particularly useful service for foreign tourists or those visiting the area for the first time.
Technical implementation of AI QR system
Integration with smart devices
The AI QR system can be used primarily through wearable devices such as smart glasses, but the same service can also be used on regular smartphones through the AI QR Space app or AI Assistant app. This is an important element that increases accessibility as the service can be used with the devices you currently own.
Standardized data structures
AI QR codes contain standardized data such as AI QR space operator number, store/organization registration number, AI QR registration number, device number, table number, and registration date. This standardized data structure ensures compatibility between various AI QR space providers and user devices, and increases the scalability of the system.
Security and Update System
AI QR codes are implemented as dynamic links rather than simple images, so they are automatically updated whenever information changes. This ensures that users are always provided with the latest information, and also prevents security threats such as QR phishing. In addition, the security and reliability of the system are maintained through continuous monitoring by the AI QR authentication center.
Expected effects and future development direction
Improving digital inclusion
The biggest expected effect of the AI QR system is the improvement of digital inclusion. Since everyone can easily use digital services regardless of age, education level, or technology familiarity, the benefits of technological advancement can be evenly distributed throughout society. This is especially important in modern society where the elderly population is increasing.
Increase business efficiency
For stores and institutions, operational efficiency can be increased along with improved customer service quality. Repetitive guidance tasks are reduced, and customer voluntary service use increases, which increases the efficiency of human resource management. In addition, online ordering systems can reduce dependence on intermediary platforms and build direct customer relationships.
Future expansion potential
The AI QR system will initially start based on QR codes, but in the future, it will be able to provide more seamless services by linking with various technologies such as near-field communication (NFC), Bluetooth, and beacons. In addition, as AI advances, more sophisticated situational awareness and customized guidance will become possible, and a richer user experience will be provided through combination with virtual reality (VR) or augmented reality (AR) technologies.
conclusion
AI QR Space and AI QR Authentication Center are innovative solutions that bridge the gap between cutting-edge technology and everyday life. This system helps to resolve the difficulties experienced in using various digital services in daily life, such as using kiosks, hospital treatment, and table ordering, and allows everyone to enjoy the convenience of technology.
It will be of great help, especially to the elderly and those who are not familiar with using digital devices, and it will also provide service providers with the benefits of increased customer satisfaction and improved operational efficiency. The AI QR system will play an important role in increasing digital inclusion and reducing social gaps beyond a simple technical solution.
The AI QR system, which can be expanded into more diverse fields with future technological advancements, will contribute to building an inclusive digital environment in which everyone can equally enjoy the benefits of technological advancements in our society.
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AI QR Space and AI QR Certification Center: Requirements for developing solutions to improve digital accessibility for all
AI QR Space and AI QR Authentication Center System for Improving Digital Accessibility are innovative solutions that bridge the digital divide and allow everyone to benefit from technology. This document defines detailed requirements for the development of this system. In particular, it aims to utilize AI and QR technology to enable the elderly and those who are not familiar with using digital devices to easily use complex digital services.
System Overview and Objectives
AI QR Space and AI QR Authentication Center are integrated systems that work organically together and are designed to innovatively improve the accessibility of digital services in everyday life. This system aims to resolve the difficulties experienced when using various digital services such as complex kiosks, hospital information systems, and banking services.
Core Objectives
Bridging the digital divide: Creating an environment where digital services are easily accessible to everyone, regardless of age, education level, or technological familiarity.
Improved user experience: Enable intuitive use of complex digital systems with real-time guidance from AI
Increased service provider efficiency: Reduce repetitive guidance tasks, improve customer satisfaction, and enhance operational efficiency.
Ensuring security and reliability: Preventing security threats such as QR phishing through a thorough authentication system
Beyond being a simple technical solution, this system will play a vital role in increasing digital inclusion and reducing social gaps.
Functional Requirements
AI QR Space Platform Requirements
1. Store/Institution Account Management System
Implement membership registration and login functions (email, social login, institutional certificate-based)
Manage your organization profile: Manage basic information, logo, service types, business hours, location information, etc.
Multi-branch/store registration and management function (supports head office-branch hierarchy)
Manage user permissions: Set role-based permissions such as administrator, manager, and general staff.
2. Service information registration and management functions
Enter information directly: Register service information through a formatted form
Automatic information extraction: When you enter an existing website/blog URL, AI automatically extracts relevant information.
Provides information editor in Markdown format (WYSIWYG support)
Upload multimedia materials: images, videos, audio guides, etc.
Information versioning: change history tracking and rollback capabilities
Information search and filtering features
3. AI QR code creation and management
Automatic generation of QR codes in standardized formats
Customize your QR code: add colors, insert logos, adjust size, etc.
QR code download (PNG, SVG, PDF format) and print function
Generate and manage dynamic QR codes: automatically update when information changes
QR Code Usage Statistics: Analyze scan counts, locations, time zones, and more
QR code group management and batch creation function
Design QR Code Generation Feature: Image-based QR code generation using AI
4. Certification application and management
Implementing the authentication application process with AI QR authentication center
Real-time authentication status check and notification function
Receive feedback and improve functionality when authentication is rejected
Certification history management and renewal application function
Ability to track the progress of certification review
5. Dashboard and Statistics
Intuitive visualization dashboard: QR code scan statistics, user behavior patterns, etc.
Real-time monitoring: current active users, fault situations, etc.
Report Generation: Automatically generate daily/weekly/monthly usage statistics reports
User feedback data analysis and visualization
KPI Monitoring: Display current status against set performance indicators
AI QR Certification Center Requirements
1. Manage the authentication process
Establishment of a certification application reception and management system
Identity/organization authentication: public certificate, mobile phone authentication, business registration certificate verification, etc.
AI-based automated verification system: Verification of consistency, reliability, and appropriateness of registration information
Manual Certification Management: Expert Review for Cases Where AI Judgement is Difficult
Certification result notification and certificate issuance system
Decertification and recertification process
2. Verification System
AI-based automatic information verification: Verification of content appropriateness, link validity, information accuracy, etc.
Precision verification through random sampling: Detailed verification of a certain percentage of all registered QR codes
User Reports and Feedback Handling: Receive and Process Problem QR Code Reports
Filtering out misinformation/false information: Blocking illegal, harmful, and false information
QR Code Security Vulnerability Scan: Check for Malicious Links, Phishing Risks, etc.
Periodic re-verification system: Once authenticated, QR codes are also periodically re-verified.
3. History and update management
Track and manage QR code change history
Automatic verification and update when information is updated
Version control: Store all version history of each QR code
Change Notification: Notifies administrators and, if necessary, users when key information changes.
Audit Log: Audit trail record of all authentication and verification processes.
4. Security Monitoring
Abnormal activity detection and notification system: Detects abnormal QR code generation, scan patterns, etc.
QR phishing prevention system: detecting similar QR codes, checking for duplicate codes, etc.
Regular security vulnerability checks: System-wide security checks
Incident Response Protocol: Response Procedures When a Security Issue Occurs
Blacklist Management: Manage malicious users, IPs, domains, etc.
User Application Requirements
1. QR code scanning function
Reliable QR code recognition in various environments (low light, tilted angle, partial damage, etc.)
Fast scan speed: target recognition within 1 second
Auto focus and brightness adjustment functions
Automatically check QR code validity and display authentication status
History Management: Save and re-access previously scanned QR code information
Ability to load QR code images from the gallery
Provide alternative input methods when camera access is not possible (e.g. manual code entry)
2. AI guidance system
Real-time voice guidance: Natural voice guidance on how to use the service
Text/Image-Based Visual Guidance: Provides step-by-step visual aids
Conversational Response System: Provides personalized answers to user questions
Guidance based on context awareness: Provides appropriate guidance by recognizing the current screen, progress stage, etc.
Guidance tailored to your level: Beginner/Expert mode distinction
Remote support capabilities: Assistance with connecting with service providers when needed
3. Service Use Support
Kiosk Ordering Guide: Screen Element Recognition and Step-by-Step Guidance
Hospital/Public Institution Use Guide: Guide to the Process of Reception, Waiting, Testing, etc.
Table order support: Menu guidance, ordering procedure guidance
Provide store/organization information: Provide information such as business hours, menu, prices, and ratings
Online Direct Ordering Feature: QR Code-based in-store direct ordering system
Real-time translation service: Translation of foreign language menus, instructions, etc.
4. Accessibility features
Voice-based interfaces for the visually impaired: enhanced screen reading and voice guidance
Visual feedback for the hearing impaired: enhanced captions, vibration, and visual notifications
Zoom, High Contrast Mode: Improved visual readability
Multilingual support: Supports major languages including Korean, English, Chinese, and Japanese.
Easy Mode: Simplified UI that shows only essential features
Voice command speed and volume control
5. User Settings and Profiles
Personalization settings: UI theme, font size, language settings, etc.
Preferences: Frequently used service types, guidance methods, etc.
Save frequently visited places and access them quickly
Usage history management and feedback submission features
Personal information management: Ability to check, edit, and delete personal information you have set
Non-functional requirements
Performance requirements
Initial response time after QR code scan: within 1 second
AI guidance system question-response delay time: less than 2 seconds
Concurrent users supported: At least 10,000+
Service availability: 99.9% or greater per year (excluding planned maintenance times)
Data throughput: Processes over 1,000 transactions per second
Mobile app size: less than 100MB
Battery consumption: Battery consumption rate of less than 10% per hour of continuous use
Security Requirements
All data transmissions are encrypted with TLS/SSL
Privacy Protection: Compliance with Personal Information Protection Act, GDPR, and other relevant laws and regulations
QR code forgery prevention: application of encryption technology and dynamic QR code update mechanism
User Authentication: Supports Multi-Factor Authentication (MFA)
Regular security vulnerability scanning and patching
Prevent QR Phishing: Provide a Trusted QR Code Authentication Mark
Data Backup: Daily incremental backup, weekly full backup
Compatibility Requirements
Mobile operating system: iOS 13.0 or later, Android 8.0 or later
Web Browser: Chrome, Safari, Firefox, Edge latest version
Smart Glasses and AR Device Compatibility: Support for Major Manufacturers
Maintain compatibility with existing QR code readers
Support for different screen sizes and resolutions (responsive design)
Offline functionality: Essential features work without an internet connection
Scalability requirements
Modular architecture: design independent microservices for each function
Horizontally/vertically scalable cloud-based infrastructure
Ease of adding new service types
Multilingual/regional expansion support
Support for integration with third-party APIs and services
Designed for integration of future technologies (AR/VR, biometrics, etc.)
Usability requirements
Intuitive UI/UX: Easy to use with minimal learning
First-time user guide: Step-by-step instructions
Error messages: Provide clear, user-friendly messages
Help & FAQ: Get context-sensitive help
Average task completion time: less than 3 minutes for beginners
Accessibility Standards: Compliant with WCAG 2.1 AA level or higher
Technical Architecture Requirements
System Architecture
Design based on microservice architecture
Leverage cloud native technologies (Kubernetes, Docker, etc.)
Service integration via API gateway
Applying event-based architecture (real-time data processing)
Supports multi-region deployment (global service scalability)
Leverage serverless computing (cost-effective)
Backend technology stack
Server environment: Cloud-based (AWS, Azure, GCP, etc.)
Container Orchestration: Kubernetes
API Gateway: API Gateway, Kong, Apigee, etc.
Server Language/Framework: Node.js, Java Spring Boot, Python Django, etc.
Database: PostgreSQL (relational), MongoDB (NoSQL), Redis (caching)
Message Queues: Kafka, RabbitMQ
Search Engine: Elasticsearch
Frontend technology stack
Web frontend: React, Angular, Vue.js, etc.
Mobile App: React Native, Flutter (Cross-platform)
Native app development: Swift (iOS), Kotlin (Android)
Wearable Apps: Leveraging the Smart Glasses SDK
UI Components: Material Design, Ant Design, etc.
State management: Redux, MobX, etc.
AI and machine learning technologies
Conversational AI Model: GPT series or similar LLM
Computer Vision: Image Recognition, Object Detection (TensorFlow, PyTorch)
Natural Language Processing: Multilingual Support, Contextual Understanding
On-Device AI: TensorFlow Lite, Core ML
Speech Recognition/Synthesis: STT (Speech-to-Text), TTS (Text-to-Speech)
Augmented Reality (AR): Using ARCore and ARKit
QR code technology
QR Code Generation: Standard QR Code Generation Library
Image QR Code: AI-based design QR code generation
QR Code Recognition: Reliable Recognition Technology in Various Environments
Dynamic QR Code: Automatic update technology when information is updated
QR Code Security: Encryption, Verification Mechanism
Data Management
Data storage: Structured data (SQL), unstructured data (NoSQL)
Data Backup: Geographically Distributed Backup Systems
Data encryption: Encryption of data at rest and in transit
Data Analysis: Big Data Analysis Platform (Hadoop, Spark, etc.)
Data logging: centralized logging system (such as ELK stack)
Security and Privacy Requirements
Data Security
HTTPS/TLS 1.3 or higher required for all API communications
Encryption of stored data: Uses encryption algorithms higher than AES-256
Encryption Key Management: Using Hardware Security Module (HSM) or Key Management Service (KMS)
Verifying Data Integrity: Using Hash Functions
Secure file upload: scan for malicious files, restrict allowed formats
User Authentication and Authorization
Strong password policy: minimum 8 characters, complexity required
Multi-factor authentication (MFA): SMS, email, authenticator app, etc.
OAuth 2.0, OpenID Connect based authentication
Session Management: Secure session creation, expiration, and renewal
Role-Based Access Control (RBAC): Applying the Principle of Least Privilege
QR Code Security
QR Code Validation: Verification via Signature, Timestamp, etc.
QR Code Expiration Policy: Automatically renews after a certain period of time
Anti-tailgating: Detecting following behavior without QR authentication
QR Phishing Prevention: Counterfeit QR Code Detection System
AI-based QR code duplication detection system
Privacy Policy
Minimize personal information collection: collect only the information necessary
Explicit consent-based: Purpose-specific consent system
Privacy Policy: Clear and Easy to Understand
Data retention period: Personal information is stored for 90 days and then deleted
Guaranteeing data subject rights: the right to access, correct and delete information
Security Monitoring and Response
Building a real-time security monitoring system
Application of Intrusion Detection/Prevention System (IDS/IPS)
Building a SIEM (Security Information and Event Management) System
Perform regular vulnerability scanning and penetration testing
Establish a security incident response process and recovery plan
Integration requirements
External System Integration
Store POS system integration: Linking information such as orders and payments
Hospital reservation/reception system integration
Financial institution system integration: banking, payments, etc.
Public institution service linkage: civil service, etc.
Location-based service integration: maps, navigation, etc.
Social media integration: reviews, sharing features, etc.
API Requirements
RESTful API Design: Complying with HTTP Method and Status Code Standards
GraphQL API: Supporting flexible data queries
API Versioning: Ensuring Backwards Compatibility
API Documentation: Provide Swagger/OpenAPI specifications
API performance: Response time within 300ms
API Authentication: OAuth 2.0, JWT-based authentication
Application Integration
Single Sign-On (SSO): Unified Authentication System
Push Notification Integration: Leveraging FCM, APNS, etc.
Analytics tool integration: Google Analytics, Firebase, etc.
Chat/Messaging Integration: Real-time Customer Support
Payment System Integration: Support for multiple payment methods
Test requirements
Test Type
Unit Testing: Testing functionality by code module
Integration testing: Testing interactions between system components.
System Testing: Testing the overall system functionality.
Performance Testing: Load, Stress, and Scalability Testing
Security Testing: Vulnerability Analysis, Penetration Testing
Usability Testing: Testing with Real Users
Test Automation
Integrate automated testing into your CI/CD pipeline
Test automation tools: Selenium, Appium, JUnit, Jest, etc.
Regression Testing Automation: Testing the Impact of Changing Existing Features
Monitoring and Alerting: Get notified immediately when a test fails
Test Data Management
Test Data Generation: A Realistic Data Generation Tool
Configure your test environment: Separate development, test, staging, and production
Data Masking: Protecting Test Data Containing Personal Information
User Testing
Running a beta tester program
A/B Testing: Testing Different UI/UX Variations
Accessibility Testing: Testing with Different User Groups
Field Testing: Testing in a Real-World Environment
Deployment and Operational Requirements
Deployment Requirements
Building a CI/CD pipeline: automated builds, tests, and deployments
Support for zero-downtime deployment
Blue/green deployment, canary release method applied
Rollback mechanism: Quickly restore previous versions in case of problems
Manage deployments by environment: development, test, staging, production
Monitoring and Logging
Real-time system monitoring: CPU, memory, disk, network, etc.
Application Performance Monitoring (APM)
User behavior analysis: usage patterns, error points, etc.
Centralized logging system: centralized management of all logs
Notification and Alert System: Notification when threshold is exceeded
Maintenance Plan
Establish a regular maintenance schedule
Defining the Patch and Update Process
Technical Debt Management Strategy
Expansion Plans: Plans based on user growth and feature additions
Disaster Recovery Plan: Recovery Procedures in the Event of a Disaster
Legal and Regulatory Compliance Requirements
Regulatory compliance
Compliance with Personal Information Protection Act
Compliance with the Electronic Financial Transactions Act (when linking financial services)
Compliance with the Information and Communications Network Act
Compliance with the Anti-Discrimination Act for Persons with Disabilities: Ensuring Digital Accessibility
GDPR compliance (when providing international services)
Authentication and Authorization
Information Security Management System (ISMS) Certification
Cloud Security Certification
AI+ Certification: Ensuring Quality and Reliability of AI Products
Public Institution Information Accessibility Certification
GS(Good Software) Certification
Future expansion and development requirements
Function expansion plan
Added AR-based real-time translation feature
Enhanced voice recognition: Dialect and noisy environment response
Integration of indoor location-based services
IoT device linkage: Smart home, smart city service linkage
Add biometric-based authentication
Responding to technological evolution
Advancing AI Technology: Strengthening Contextual Understanding Capabilities
Development of a personalized recommendation system
Introducing multi-modal AI models: integrated processing of images, voice, and text
Improving On-Device AI Performance: Delivering High Performance Even in Offline Environments
Preparing for integration with the metaverse environment
Market Expansion Plan
Expanding global services: multilingual and multicultural support
Development of specialized services by industry: medical, financial, education, etc.
Strengthening B2B services: Providing customized solutions for enterprises
Public Service Linkage: Supporting Government and Local Government Digital Transformation
Expanding the ecosystem: partnerships, providing developer APIs
conclusion
AI QR Space and AI QR Authentication Center are innovative solutions that bridge the digital divide and allow everyone to benefit from digital technology. This system uses AI and QR code technology to resolve the difficulties experienced when using complex digital services, and ensures security and reliability.
Successful system implementation requires thorough compliance with the functional and non-functional requirements defined in this requirements document, development that prioritizes user experience, and continuous improvement and expansion of the system based on technological advancements and user feedback.
Ultimately, AI QR Space and AI QR Authentication Center will go beyond simple technical solutions and play an important role in increasing digital inclusion and reducing social gaps. Through this, they will contribute to building an inclusive digital environment in which everyone can equally enjoy the benefits of technological advancement in our society.
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AI QR Space and AI QR Certification Center: A Comprehensive Business Plan for the Digital Inclusion Revolution
"Technological progress reveals its true value when it enhances human dignity."
- AI QR Space Core Philosophy -
Introduction: The Convergence of Technological Progress and Social Responsibility
In the midst of the acceleration of the 4th industrial revolution, the reality that 78% of the population over 65 years old is having difficulty using kiosks reveals the shadow of technological advancement. This project presents a new paradigm that encompasses the Korean QR payment market worth 23 trillion won per year and the global digital accessibility solution market worth 9.3 billion dollars by combining artificial intelligence and quantum cryptography QR technology. It leads technological standardization based on advanced manufacturing infrastructure and aims to apply it to more than 100,000 public facilities by 2027.
1. Market analysis and opportunity discovery
1.1 Status of the global digital divide
As of 2025, 1.4 billion people worldwide will not have access to basic digital services , and in Korea, 43% of the population over 65 years old have given up on using online banking. In the healthcare sector alone, 120 billion won is lost annually due to delayed treatment , proving the potential demand for this solution.
1.2 Competitive Environment Analysis
To overcome the limitations of static information provision of existing QR solutions, this project introduced a three-dimensional interaction function . While China's Alipay's dynamic QR is limited to one-way payment, our AI engine analyzes the user context in real time and provides scenario-based customized guidance .
2. Technological Innovation Strategy
2.1 Core Technology Stack
Quantum-resistant encryption QR : Guaranteed 1 in 10^18 chance of forgery by applying NIST standard PQC algorithm
Multimodal AI Framework : Fusion Model of GPT-4 Turbo-based Natural Language Processing + YOLOv8 Object Recognition
Edge Computing Architecture : Local AI Inference Engine for Real-Time Response in 5ms or Less
3. Business Model Design
3.1 Revenue Generation Structure
3.2 Pricing Policy Strategy
Premium Tier : $3,588/year ($299/month) - Unlimited QR generation + real-time analytics dashboard
Starter Tier : $1,188/year ($99/month) - 1,000 QR creation limit per month
Public discount system : Up to 40% discount applied when local government agreement is made
4. Establishing operational infrastructure
4.1 Technology Architecture
AI QR System Architecture (ISO 27001 Certified Infrastructure Based on AWS GovCloud)
Blockchain Validation Layer : Ensuring QR Change History Immutability with Hyperledger Fabric
Disaster Recovery System : Triple Data Center Mirroring
4.2 Innovation in the certification process
Building a 4-step multi-verification system :
AI Preliminary Review (Automated with 99.2% Accuracy)
Random sampling validation (7% of total)
Double check human verifier
Monthly revalidation cycle
5. Marketing Execution Plan
5.1 Market Entry Roadmap
5.2 Brand Value Enhancement Strategy
ESG Linkage Campaign : 10 won social contribution fund accrued when QR is used once
Certification Mark Distribution : Awarding Certificates of Compliance with WCAG 2.1 AA Standards
Global Partnership : Join the World Bank Digital Inclusion Program
6. Financial planning and investment attraction
6.1 Five-Year Financial Outlook
(Unit: 100 million won)
6.2 Funding Plan
Government subsidy : 7 billion won (SMEs and Startups Ministry technology development project)
Series A investment : 12 billion won (valuation 80 billion won)
Crowdfunding : 3 billion won target (attracting social impact investment)
7. Risk Management System
7.1 Responding to Key Risk Factors
Technological Advancement Risk : Allocate 40% of Annual R&D Budget to AI Preliminary Research
Regulatory Change Risk : Operating a Joint Digital Standardization Forum
Security Breach Risk : Building a Quantum Cryptography-Only Network
Conclusion: Social Value Created by Technological Innovation
This project goes beyond simple profit generation and presents a solution to the human challenge of securing digital rights. With the goal of applying it to 100% of senior welfare centers nationwide by 2027, we will prove that true innovation is completed when technology pursues human convenience. The ultimate vision is to foster it as a global digital inclusion hub and export the social innovation model created by Korea’s technology infrastructure to the world.
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Building an integrated revenue model leveraging QR codes and digital accessibility solutions
Innovative revenue generation strategies that leverage the synergy of QR code technology and digital accessibility software are gaining attention. The global digital accessibility software market size is expected to reach $9.3 billion by 2025, and the QR code payment market is also growing at an average annual rate of 18%. This report presents seven key revenue models through technology convergence.
1. Multi-layer subscription service model
1.1 Premium feature-based tiering
For the enterprise QR code management system, the tiers are Basic ($99/month) , Pro ($299/month) , and **Enterprise ($899/month)**. The Basic package includes a 1,000 scan limit per month, while the Pro package adds real-time analytics dashboard and custom domain features. The Enterprise level provides API integration and a dedicated performance-optimized server.
1.2 Accessibility Verification Service Bundle
We provide an AI engine that automatically diagnoses compliance with WCAG 2.1 AA standards in the form of SaaS. We charge a verification fee of $0.05 per website page, and apply a volume discount (up to 40%) when inspecting more than 100,000 pages per month. Premium reports that automatically include correction suggestions when generating a diagnostic report are sold for $0.12 per page.
2. Transaction-based revenue structure
2.1 QR Payment Fee Model
For QR payment solutions linked to retail POS systems, a fee of 0.9% + $0.15 per transaction is charged. As of 2024, the QR code payment volume in Korea will reach 23 trillion won, and if this model is applied, annual revenue of 207 billion won can be generated. When partnering with large distribution chains, the fee rate is adjusted flexibly from 0.5% to 1.2% depending on the transaction volume.
2.2 Selling Data Insights
We analyze QR code scan data in 3D (time zone/region/age group) and sell it to B2B markets. The basic data package is provided for $499 per month, and customized insight reports are contracted for $2,500 to $15,000 per project. The global data broker market size is expected to reach $342 billion by 2025.
3. Hybrid advertising platform
3.1 Dynamic QR Code Advertising Network
We build a system that displays contextually relevant ads when users scan. We operate a multi-bill model of $4.50 for CPM (Cost Per Mille), $0.30 for CPC (Cost Per Click), and $1.75 for CPA (Cost Per Action). We apply a premium rate of 15% to 45% to advertisers depending on targeting options (age/gender/interest).
3.2 Accessibility Certification Badge Program
We issue certification badges by evaluating the accessibility level of your website on a 5-star scale (1 star to 5 stars). The basic certificate costs $49 per month, and the 5-star premium package costs $299 per month. When you click on the certification badge, you can generate additional revenue by placing a banner ad on the detailed evaluation report page.
4. B2B2C Integrated Solution
4.1 White Label NFC Tag Solution
We provide NFC-embedded menu boards for restaurant chains. Initial setup fee of $1,500/store + monthly maintenance fee of $200. Additional content management fee of $50 is charged for each menu update. Annual revenue is expected to be $270,000 for a 100-store contract.
4.2 Accessibility Consulting Package
We provide comprehensive consulting for WCAG 2.2 compliance for large enterprises. We offer tiered services from basic diagnostic packages ($5,000) to full improvement projects ($150,000+). We also offer ongoing monitoring services for improvement results for $1,500 per month.
5. OEM Technology Licensing
5.1 QR Engine Embedding Fee
If a smartphone manufacturer embeds a QR recognition engine, a royalty of $0.15 per device is charged. If 100 million units are shipped annually, $15 million in revenue is generated. If recognition accuracy exceeds 99.8%, a premium royalty of $0.25/unit is applied.
5.2 Accessibility SDK License
We provide an automatic accessibility inspection tool in SDK form to mobile app developers. The basic license is priced at $299 per month for 10,000 MAUs and $899 for 100,000 or more. The inspection result report export function is configured as a separate option ($199/month).
6. Training and Certification Programs
6.1 Certified Access Professional Course
We develop a 160-hour structured training program. Upon completion of the course, we provide a certificate and employment linkage service. The basic training fee is $2,499, and a 25% discount is applied for corporate groups (10 or more people).
6.2 QR Marketing Certification Exam
We operate an internationally recognized QR Specialist (QRCert) certification system. We build a continuous certification system that charges a $350 exam fee and a monthly royalty of $99 for those who pass. With 5,000 exams per year, we expect to generate $1.75 million in revenue.
7. Performance-based profit sharing
7.1 CPA Referral Program
We will distribute 30% of the revenue generated from QR code generation through our partner site for 24 months. We will apply a multi-level structure that will pay an additional 7% bonus for the second referral. For partners who generate more than $10,000 in monthly sales, the percentage will increase to 35%.
7.2 Accessibility Improvement Achievement Reward
Performance bonuses are paid based on the improvement of the website accessibility score. A $500 bonus is paid for every 10-point increase, and an additional $2,000 to $10,000 is added for achieving WCAG grades. If improvement results are maintained and monitored for more than 6 months, a 20% bonus is added to the payment amount.
Conclusion: A strategy to build a diversified revenue structure
This model is designed to generate $42 million in annual revenue by 2025. The key success factors are ① the synergy effect of QR code traffic and accessibility data, ② a balanced portfolio composition of B2B/B2C markets, and ③ expansion of the partner ecosystem through performance-based profit distribution. If 40% of the initial investment cost is allocated to technology R&D, profitability improvement is expected to be significant from the third year. In particular, the establishment of an NFC tag mass production system utilizing Korea's advanced manufacturing infrastructure will enable competitive cost reduction.
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