BORY AI Platform

BORY AI Platform | BORY Artificial Intelligence Platform

A common artificial intelligence platform that integrates natural language, voice, vision, sensor, biosignal, and data analytics technologies to build BORY's AI products, solutions, and services

 

BORY AI Platform is an artificial intelligence platform that integrates BORY's natural language processing, voice and audio processing, computer vision, signal analysis, sensor data processing, data visualization, data development, generative AI, conversational AI, and analytics dashboard technologies.

BORY has developed AI technologies for diverse industries and service environments and is expanding them into a platform architecture that can be repeatedly applied across multiple products and solutions rather than as isolated functions.

 

BORY AI Platform supports the configuration of AI models, data processing pipelines, analytics APIs, web and app interfaces, administrator dashboards, and integrated systems according to each customer's data, work environment, and service objectives.

 

This platform serves as the common AI foundation for BORY's kiosks, chatbots, AR glasses, industrial safety, hospital monitoring, sensor monitoring, biosignal analysis, music AI, security analytics, accident prediction, video analytics, and accessibility services.

 

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Platform Definition

BORY AI Platform is BORY's top-level artificial intelligence platform that brings its AI technologies together in a single architecture.

A product is a packaged offering delivered to a customer, a solution is a system built for the customer's environment, and a platform is a shared technology foundation from which multiple products and solutions can be created repeatedly.

BORY AI Platform provides the following capabilities within a unified platform architecture.

• Natural language processing
• Speech Recognition STT
• Speech Synthesis TTS
• Audio analysis
• Video and image analysis
• Object Recognition
• Object Tracking
• AR recognition and tracking
• Sensor and IoT data analytics
• Biosignal Analytics
• Data collection, cleansing, and processing
• Data visualization
• Conversational AI
• Generative AI
• LLM-based document analysis
• XAI-based explainable analytics
• Administrator Dashboard
• External System API Integration

In other words, BORY AI Platform is a common artificial intelligence platform that connects BORY's diverse AI technologies across data collection, analysis, prediction, generation, visualization, and service integration.

 

Customer Challenges

 

Commercialization is difficult when AI technologies are fragmented across multiple fields

Companies and institutions require a wide range of AI capabilities, including chatbots, video analytics, speech recognition, sensor analytics, data dashboards, generative AI, and report automation.

However, developing each capability separately requires significant time and cost and makes system integration more complex.

BORY AI Platform integrates BORY's diverse AI technologies into a unified platform architecture, enabling faster development and expansion of multiple products and solutions.

 

There is a large volume of data, but it is not organized into an analyzable structure

Before AI can be applied, data must first be collected, cleansed, processed, and organized into an analyzable form.

When video, audio, text, sensor, biosignal, log, and document data exist in different formats, AI model development and service deployment become difficult.

BORY AI Platform provides a common data processing architecture for collecting, cleansing, processing, and analyzing diverse data.

 

An AI model alone is not enough to create a practical service

Even with an AI model, commercialization is difficult without interfaces customers can actually use, APIs, dashboards, administrator functions, alerts, reports, and external system integration.

BORY AI Platform combines AI models with service interfaces, servers, databases, APIs, and dashboards to help turn AI technologies into practical products and solutions.

 

Each customer has different data and operating environments

Public institutions, hospitals, industrial sites, stores, educational institutions, security centers, and research organizations all use different data and work processes.

BORY AI Platform is based on common AI technologies while allowing the platform to be extended according to the customer's data structure, business processes, security policies, and service objectives.

 

A foundation is needed for continuous advancement of AI technologies

AI services are not completed with a one-time implementation; they must continue to improve based on operational data and user feedback.

BORY AI Platform supports continuous AI service improvement through an architecture designed for data accumulation, model enhancement, performance monitoring, feature expansion, and new service integration.

 

Platform Overview

 

BORY AI Platform is the top-level AI technology platform used to create BORY's AI products, solutions, and services.

The main components are as follows.

• Data collection module
• Data cleansing and processing module
• Natural language processing module
• Voice and audio analytics module
• Video and image analytics module
• Sensor and signal analytics module
• Biosignal analytics module
• Generative AI module
• LLM-based document analysis module
• XAI analytics module
• AI model training and inference module
• Data visualization module
• Administrator Dashboard
• API integration module
• Security and access control module

BORY AI Platform can be deployed as a standalone platform or connected as a common AI engine for BORY's specialized platforms, products, and solutions.

 

Core Modules

 

1. Natural Language Processing Module

An AI module that analyzes text, documents, conversations, consultation records, customer inquiries, and internal materials.

It can be used for document classification, document summarization, question answering, intent analysis, sentiment analysis, sentence correction, similarity search, chatbot response generation, and report automation.

 

Example applications include the following.

• AI chatbot
• Document-Based Question Answering
• Customer inquiry classification
• Consultation content summarization
• Automated report generation
• Internal document search
• Public-Service Consultation Summary
• Security report automation
•  

2. Voice and Audio Processing Module

An AI module used for speech recognition, speech synthesis, acoustic event detection, music analysis, audio quality analysis, machine sound analysis, and sound generation.

It can be applied to various products and solutions, including BoryVoice, BoryAudio, BoryTalk, BoryKiosk, BoryTinnitus, and BoryPlayScore.

 

Example applications include the following.

• Speech Recognition STT
• Speech Synthesis TTS
• Real-Time Caption Generation
• Acoustic event detection
• Machine sound and abnormal sound analysis
• Music analysis
• AI music generation
• Tinnitus relief music generation
• Kiosk Voice Ordering
• Robot Conversation Services

 

3. Video and Image Analytics Module

An AI module that analyzes people, objects, behaviors, states, scenes, and anomalies in camera feeds, CCTV footage, images, and video files.

It can be applied to a wide range of product families, including BoryVision, BoryTrack, BorySafe Guard, BoryMed, BoryStoreTrack, BoryLabQC, BoryMediaWall, and BoryAR.

 

Example applications include the following.

• Object Recognition
• Object Tracking
• Facial region analysis
• Behavior Analysis
• Pose analysis
• Abnormal Situation Detection
• Image Classification
• OCR and label recognition
• Specimen image classification
• Patient posture analysis
• Customer Traffic Analysis
• Industrial Safety Video Analysis

 

4. Sensor and Signal Analytics Module

An AI module that analyzes sensor data such as temperature, humidity, pH, water level, gas, vibration, pressure, power, radar, and illuminance.

It can be integrated with anomaly change detection, threshold exceedance detection, pattern change analysis, predictive analytics, dashboard visualization, and alert systems for sensor data.

 

Example applications include the following.

• Remote sensor monitoring
• IoT data analytics
• Radar-based liquid quality analysis
• Equipment anomaly detection
• Environmental data monitoring
• Smart farm data analytics
• Factory and warehouse condition monitoring
• Circular resource quality tracking

 

5. Biosignal Analytics Module

An AI module that collects and analyzes biosignal data such as fNIRS and EEG.

It can be used to analyze cerebral blood flow changes, tinnitus-related biosignals, user responses, changes before and after stimulation, attention states, and research data.

 

Example applications include the following.

• fNIRS cerebral blood flow data analysis
• EEG-Based Tinnitus Analysis
• Biosignal-based user response analysis
• Analysis of state changes before and after stimulation
• Research data collection
• Biosignal AI dataset development
• Integration with BoryBioSignal Platform

 

6. Generative AI Module

An AI module that generates text, speech, music, reports, consultation responses, guidance messages, and summary documents.

It can be used for LLM-based document analysis, AI chatbots, consultation automation, report automation, AI music generation, plain-language conversion, and dialogue generation.

 

Example applications include the following.

• AI Chatbot Response Generation
• Consultation summary generation
• Report draft generation
• Security analysis report generation
• Accident cause analysis report generation
• Convert text into plain language
• AI music generation
• Tinnitus relief music generation
• Robot dialogue generation

 

7. XAI Analytics Module

A module that explains the basis for AI analysis results.

For security analysis, accident cause prediction, risk analysis, and data analytics, it is designed not merely to provide results but also to explain which data and conditions influenced the decision.

 

Example applications include the following.

• Explanation of the basis for cyber threat assessment
• Explanation of candidate accident causes
• Explanation of factors increasing risk
• Explanation of sensor anomaly causes
• Display of supporting evidence for analysis results
• Explanations for staff review

 

8. Data Visualization and Dashboard Module

A module that presents AI analysis results through interfaces customers can understand and operate.

It can provide graphs, tables, heatmaps, timelines, monitoring screens, reports, administrator screens, and real-time monitoring interfaces.

 

Example applications include the following.

• AI analytics dashboard
• Sensor monitoring screen
• Industrial safety monitoring screen
• Hospital patient monitoring screen
• Security analytics dashboard
• Data reports
• Specimen Quality Management Dashboard
• Customer behavior analytics screen

 

9. API Integration Module

A module that connects the analysis results and AI capabilities of BORY AI Platform with external systems.

It can connect with customers' existing apps, web services, kiosks, robots, hospital systems, security systems, sensor systems, and monitoring systems to apply AI capabilities to real operations.

 

Example applications include the following.

• AI API integration for web services
• Kiosk AI capability integration
• Hospital system integration
• Security system integration
• Sensor platform integration
• Chatbot engine integration
• AR glasses integration
• External database integration

 

Specialized Platform Connections

BORY AI Platform is the top-level platform that integrates BORY's specialized platforms.

 

BoryVision Platform

Used for video and image analytics, object recognition, object tracking, behavior analysis, OCR, quality inspection, and CCTV analytics.

 

BoryVoice Platform

Used for speech recognition, speech synthesis, dialogue processing, consultation records, real-time captions, and voice interfaces for robots and kiosks.

 

BorySensor Platform

Used for sensor data collection, IoT gateway integration, remote monitoring, abnormal-state analysis, and environmental and equipment data management.

 

BoryXR Platform

Used for AR recognition, AR glasses integration, XR content display, digital twin visualization, spatial recognition, and immersive interfaces.

 

BoryData Platform

Used for data collection, cleansing, processing, analysis, visualization, reporting, data APIs, and AI training data management.

 

BoryBioSignal Platform

Used for biosignal data analytics such as fNIRS and EEG, research data collection, biosignal AI models, and healthcare data analytics.

 

BoryShield Platform

Used for security log analysis, cyber threat summarization, XAI-based security analytics, and security report automation.

 

BoryForesight Platform

Used to integrate sensor, video, and equipment data for accident cause prediction, risk analysis, integrated monitoring, and XAI-based risk explanation.

 

BorySense Platform

Used as an accessibility AI engine that understands video, audio, lip movements, and dialogue data and converts them into captions, summaries, plain-language explanations, and accessibility APIs.

 

Application Areas

 

AI Services for Public Institutions

Can be used for civil service consultation, barrier-free guidance, public-sector chatbots, accessibility services, administrative data analytics, and report automation.

 

Hospital and Healthcare AI

Can be used for patient monitoring, hospital reception guidance, biosignal analytics, tinnitus analysis, specimen quality management, and clinical laboratory middleware integration.

 

Industrial Safety and Smart Factories

Can be used for worker video analytics, PPE detection, hazardous-area access detection, sensor monitoring, equipment anomaly analysis, and accident cause prediction monitoring.

 

Unmanned Stores and Kiosks

Can be used for customer path analytics, kiosk voice ordering, barrier-free UI, order and payment guidance, customer service automation, and store operations data analytics.

 

Education, Speech Therapy, and Robotics

Can be used for AI dialogue, speech therapy robots, companion robots for older adults, voice analysis, speech training, music education, performance analysis, and educational chatbots.

 

Security and Monitoring

Can be used for security log analysis, cyber threat report automation, accident cause prediction, integrated monitoring, and XAI-based risk analysis.

 

Research and Data Analytics

Can be used for research data collection, AI model development, dataset development, and analytics dashboard development using fNIRS, EEG, sensor, video, audio, and text data.

 

Expected Benefits

 

Securing an Integrated Foundation for BORY's AI Technologies

By organizing fragmented AI technologies into a unified platform architecture, products and solutions can be created and expanded more quickly.

 

Faster Product and Solution Development

Development time for new products and solutions can be reduced by reusing common AI engines, data processing architectures, APIs, and dashboards.

 

Customer-Specific AI Implementation

A customized AI system can be built by combining the necessary AI modules according to the customer's data, work environment, security policies, and service objectives.

 

Expandable to Various Industries

Because it can process diverse data types, including video, audio, sensors, biosignals, text, security logs, and consultation data, it can be applied across multiple industries.

 

Advanced Data-Driven Operations

AI analysis results can be provided through dashboards, reports, alerts, and APIs to support customers' operational decisions and process improvement.

 

Stronger AI Commercialization Structure

Connecting products, solutions, platforms, and services around BORY AI Platform enables BORY's AI technologies to be presented not simply as development experience but as reusable business assets.

 

Deployment Process

 

1. Requirements Review

We identify the customer's AI adoption objectives, data types, business processes, existing systems, security policies, and service goals.

 

2. Data Structure Analysis

We examine the structure and quality of the data to be analyzed, including text, audio, video, images, sensors, biosignals, logs, and documents.

 

3. AI Module Architecture Design

We define the required functions among natural language processing, voice processing, video analytics, sensor analytics, biosignal analytics, generative AI, XAI, dashboards, and API integration.

 

4. PoC Development

Using a subset of data and functions, we validate AI analysis feasibility, model performance, dashboard configuration, and API integration feasibility.

 

5. Platform Implementation

We build the AI engine, data processing architecture, servers, databases, dashboards, APIs, and security and access-control architecture for the customer's environment.

 

6. Product and Solution Integration

We integrate the platform with the required products and solutions, including BoryKiosk, BoryGlass, BoryTalk, BorySafe Guard, BoryMed, BoryRMS, BoryLab, BoryShield, and BoryForesight.

 

7. Operational Verification and Enhancement

Based on actual operational data, we improve model performance, analysis results, dashboard usability, report quality, and API stability.

 

What BORY AI Platform Can Deliver

• Artificial intelligence platform implementation
• Natural language processing AI engine implementation
• Speech recognition and synthesis engine implementation
• Audio analytics system implementation
• Video and image analytics system implementation
• Object recognition and tracking engine implementation
• Sensor and IoT data analytics platform implementation
• Biosignal analytics platform implementation
• Generative AI service implementation
• LLM-based document analysis system implementation
• XAI-based explainable analytics system implementation
• AI chatbot and consultation automation integration
• AI dashboard implementation
• AI data collection, cleansing, and processing system implementation
• AI training dataset development
• External System API Integration
• On-premises AI platform implementation
• Cloud-based AI platform implementation
• Common AI engine integration for BORY products and solutions

 

Implementation Inquiries

BORY AI Platform can be proposed in cloud-based, on-premises, API-integrated, PoC, or product-and-solution-integrated configurations according to the customer's data types, AI application objectives, existing systems, security policies, and service operating model.

• Artificial intelligence platform adoption inquiry
• AI platform implementation consultation
• Natural language processing AI implementation inquiry
• Voice and video AI analytics inquiry
• Sensor and IoT AI analytics inquiry
• Biosignal AI analytics inquiry
• Generative AI service implementation inquiry
• LLM-based document analysis inquiry
• XAI-based analytics system inquiry
• AI dashboard implementation inquiry
• AI data development and processing inquiry
• Existing system API integration inquiry
• Request a PoC Proposal

 

Important Information

BORY AI Platform is an artificial intelligence platform that supports analysis, prediction, generation, visualization, and service integration based on diverse data and AI technologies.

 

This platform is an AI system designed to support customer operations and service delivery and does not guarantee that every analysis result will always be complete or that every situation will be judged automatically.

 

AI analysis results may vary depending on data quality, data volume, training conditions, model configuration, field environment, and operating methods.

In areas requiring important decisions, such as healthcare, legal services, finance, security, and public civil services, a process in which responsible staff review AI analysis results is recommended.

 

When personal information, sensitive information, video, audio, biosignals, security logs, or customer data are stored or analyzed, prior consultation is required regarding privacy standards, information security policies, access rights, encryption, and data storage and transmission requirements.

 

Before adoption, the AI application objectives, data collection methods, analysis scope, storage scope, personal information processing standards, security policies, integrated systems, and operational standards must be reviewed in advance.

 

Related Products, Solutions, and Platforms

 

Related Product

• BoryKiosk / Bory Barrier-Free AI Kiosk
• BoryGlass / Bory Lip-Reading and Speech Recognition Hearing Assistance AR Glasses
• BoryGlass Gov / Lip-Reading STT Barrier-Free AI Civil-Service Consultation Package
• BorySafe Guard / BORY Digital Twin Industrial Safety AI Monitoring Package
• BoryMed Monitor / Bory Hospital Patient AI Monitoring Device
• BoryRMS / BORY Remote Sensor Monitoring Package
• Bory fNIRS Developer Kit / Cerebral Blood Flow Measurement Developer Kit
• BoryTalk / Bory AI Web Chatbot Implementation and AI Conversation Engine Package
• YAONG / Speech Therapy Robot
• YOYO / Companion Robot for Older Adults

 

Related Solution

• BoryVision Solution / Bory Video and Image AI Analysis Solution
• BoryVoice Solution / Bory Speech Recognition and Lip-Reading STT Solution
• BoryData Solution / Bory Data Analysis and Processing Solution
• BoryAudio Solution / Bory Audio Analysis and Generation Solution
• BoryTalk Solution / Bory AI Chatbot and Consultation Automation Solution
• BorySafe Guard Solution / BORY AR and Digital Twin Industrial Safety Solution
• BoryMed Solution / Bory Hospital Patient Safety AI Monitoring Solution
• BoryShield XAI Solution / Bory LLM-Based Cyber Threat Analysis and Report Automation Solution
• BoryForesight Solution / Bory XAI Integrated Monitoring Solution for Incident Cause Prediction

 

Related Platform

• BoryVision Platform / Bory Video AI Platform
• BoryVoice Platform / Bory Voice and Conversational AI Platform
• BorySensor Platform / BORY Sensor and IoT Platform
• BoryXR Platform / Bory AR and XR Platform
• BoryData Platform / Bory Data Analytics Platform
• BoryBioSignal Platform / Bory Biosignal and fNIRS Analysis Platform
• BoryShield Platform / Bory AI Cybersecurity Analytics Platform
• BoryForesight Platform / Bory XAI Integrated Monitoring Platform for Incident Cause Prediction
• BorySense Platform / Bory AI Video Understanding and Conversational Accessibility Platform

 

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BORY.ai Key Services Overview

Bory Co., Ltd. develops products, solutions, platforms, and services for industrial, medical, public-sector, healthcare, and barrier-free applications based on AI technologies involving speech, language, video, sensors, and data.

Below are the main representative domains currently operated or being prepared by Bory Co., Ltd. 

 

Primary Domain	Service/Brand	Description
bory.ai	BORY.ai	The official AI brand website of Bory Co., Ltd., serving as the company’s main website for the integrated presentation of its products, solutions, platforms, and services
borysense.com	BORY SENSE	An AI-powered hearing assistance platform that supports communication for people with hearing disabilities and older adults through real-time captioning, lip-reading AI, and AR glasses integration
borytalk.com	BORY TALK	A web-based conversational AI chatbot service designed for civil service inquiries, consultations, information guidance, and customer support
borykiosk.com	BORY KIOSK	A barrier-free AI kiosk service for older adults and people with disabilities, featuring voice guidance, captioning, and easy-to-use interfaces
boryservice.com	BORY SERVICE	A service portal introducing Bory’s AI services and custom-built AI offerings for industrial, public-sector, and everyday applications
borysong.com	BORY SONG	A music AI service that supports AI-powered composition, music generation, and sound content production