NIA Global Consulting Methodology
Provides structured consulting based on standard e-government consulting frameworks and proven methodologies.
Business
- AI Services
- AI OCR
- R&D
- Consulting
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AI PLATFORM
AI Agents powered by NexIN’s LLM,
built for healthcare and public-sector workflowsNexIN’s AI Agent is powered by our proprietary large language model and optimized for the specialized requirements of healthcare and public-sector organizations. Beyond simple automation, it understands domain-specific context and supports intelligent decision-making.
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Domain-Specific LLM
Built on a proprietary LLM fine-tuned with healthcare and public-sector data
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Trusted, Evidence-Based Responses
Generates responses only from verified internal knowledge bases through a RAG architecture
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Flexible System Integration
API-based integration with existing EMR, administrative, and ERP systems
CORE FEATURES
Core capabilities for specialized workflows
NexIN AI Agent capabilities are specialized modules
designed from real healthcare and public-sector workflows.-
RAG-Based Knowledge Retrieval
Searches and references internal documents, guidelines, and manuals in real time to provide accurate, evidence-based responses.
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Risk Detection
Identifies potential risks in advance, including billing errors, policy violations, and missing evidence.
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Regulatory Review
Automatically checks applicable laws, guidelines, and internal policies against current conditions to assess compliance.
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Automated Report Generation
Generates and distributes structured reports based on analysis results and collected data.
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System Connectivity
Provides an architecture that can connect with existing operational systems, including EMR/HIS and electronic approval systems.
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Review History Management
Tracks AI-generated processes to support follow-up verification and operational traceability.
ARCHITECTURE
AI Agent Architecture
NexIN’s AI Agent connects internal documents, regulatory data, and enterprise systems with an LLM-based agent
to support search, review, judgment, and report generation for specialized workflows.
AGENT FUNCTIONS
AI Agent capabilities
ready for real-world operations-
STEP01
Domain Context Understanding
Responds with an understanding of healthcare and administrative terminology, policies, and regulatory structures.
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STEP02
Multi-Step Task Execution
Automatically executes sequential workflows such as search, analysis, review, and reporting.
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STEP03
Source-Grounded Responses
Provides referenced documents, clauses, and source data along with responses.
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STEP04
Role-Based Access Control
Restricts data access based on roles, departments, and authorization levels.
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STEP05
On-Premises Deployment Support
Can be deployed on internal servers to meet institutional security requirements.
PUBLIC AI AGENT
A public-sector AI Agent that improves both transparency and operational efficiency
The Public AI Agent is an LLM-based solution that supports audit operations using electronic documents, Board of Audit regulations, and internal institutional policies. It improves the efficiency and transparency of public audit work through regulatory review, risk detection, evidence verification, and draft report generation.
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Accounting Audit Support
Automatically searches and cross-checks applicable laws, guidelines, and internal policies to assess procedural compliance.
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Policy Audit & Regulatory Review
Automatically collects supporting evidence for audit requests, reducing response time and operational costs.
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Proactive Risk Detection
Identifies key risks in advance, including missing evidence, policy inconsistencies, and abnormal patterns.
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Automated Audit Report Generation
Automatically generates recurring reports, performance analysis, and budget status summaries from data to shorten reporting cycles.
MEDICAL AI AGENT
An AI Agent that supports
complex regulatory review in healthcare operationsThe AI Agent systematically monitors and addresses the many compliance requirements and clinical risks faced by healthcare institutions. This allows medical staff to focus more on patient care.
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Insurance Claim Pre-Review
Pre-reviews prescription and claim data to automatically assess compliance with medical regulations and health insurance criteria.
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Claim & Clinical Risk Detection
Detects clinical risks in real time, including patient safety issues, drug interactions, and protocol deviations.
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EMR/HIS Integration
Connects directly with institutional EMR systems to perform AI analysis without manual data entry.
EXPECTED IMPACT
Expected impact of adopting AI Agents
Practical and measurable improvements that NexIN AI Agents can bring to your organization.
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AI OCR
Turn business documents
into actionable data with AI OCRNexIN AI OCR recognizes text, numbers, and designated fields in business documents, then extracts and manages the data. With automatic form classification, text-area detection, multiple output formats, and system integration, it streamlines document processing workflows that rely heavily on manual input.
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Automatic Document Form Classification
Supports form classification and category management through GUI client-based document configuration.
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Automatic Text Area Detection
Detects target recognition areas and extracts data through auto-detection.
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System Integration
Supports JSON, XML, and CSV output as well as integration with existing EDMS, ECM, and legacy systems.
KEY FEATURES
Key capabilities for document recognition workflows
NexIN AI OCR provides the capabilities required in real business environments, from document configuration and result verification to batch processing, output formats, and system integration.
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Automatic Document Form Classification
Supports document form classification and category management through GUI client-based configuration.
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Auto Detection
Automatically recognizes text areas within images and efficiently detects target recognition zones.
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Web Viewer-Based OCR Processing
Displays the original image and OCR results on a single screen and allows users to edit extracted data.
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Document & Metadata Configuration
Configures metadata items for extracting specific field data and manages recognition target areas.
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Batch Processing
Performs batch operations through OCR scheduling after structured document settings are configured.
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Output & System Integration
Supports multiple output formats such as JSON, XML, and CSV, as well as integration with EDMS, ECM, and other legacy systems.
AI OCR PROCESS
From image selection to data transfer,
an automated OCR workflowAI OCR automates the entire document workflow, from image input and text recognition to data extraction, batch processing, and result transfer.
PROVEN EXPERIENCE
Proven through real-world
AI OCR implementation experienceNexIN has experience implementing, enhancing, maintaining, and building data for AI OCR across finance, public-sector, and industrial domains.
Based on experience proven in real operating environments, we support document recognition automation and system integration.-
Financial Sector
Experience in AI OCR implementation and expansion projects
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Advanced Document Recognition
Experience in AI OCR implementation, enhancement, and maintenance
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Solution Delivery
Experience delivering AI OCR and image enhancement solutions
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Public Data Projects
Experience in OCR AI training data construction projects
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R&D DIRECTION
R&D driven by
real operational challengesNexIN’s R&D focuses not on technology for its own sake, but on solving data challenges and workflow automation issues that arise in real field operations. We combine AI with technology assets proven in domain-specific environments such as the public sector, healthcare, and manufacturing to create new service value.
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Automatic Document Form Classification
Supports form classification and category management through GUI client-based document configuration.
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Automatic Text Area Detection
Detects target recognition areas and extracts data through auto-detection.
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System Integration
Supports JSON, XML, and CSV output as well as integration with existing EDMS, ECM, and legacy systems.
R&D PROCESS
From problem definition to service deployment
NexIN defines field-level problems, analyzes data and operational context, then connects technology design and validation to actual service deployment.
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STEP01
Problem Definition
Clarifies core bottlenecks and requirements in field operations.
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STEP02
Data Analysis
Analyzes data structures and operational context in depth.
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STEP03
Technology Design
Designs the optimal AI and data architecture.
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STEP04
Validation
Validates accuracy using real data and operating scenarios.
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STEP05
Service Deployment
Integrates the solution into the operating environment and deploys it in the field.
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STEP06
Continuous Enhancement
Improves models and processes based on feedback.
TECH ASSETS
R&D assets built on proven technology
NexIN’s service and product technologies are continuously advanced through R&D
into technology assets that can be applied across broader domains.
Document processing, quality control, de-identification, and data validation technologies are
core R&D assets that form the foundation of AI service development.-
OCR Vision AI Data ExtractionDocument & Image Processing Technology
A technology asset that advances document recognition, image processing, and automated data extraction to convert unstructured data into structured information.
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Annotation QC AutomationProcess & Quality Management Technology
A technology asset that improves the reliability and production efficiency of AI training data through automation of data construction, annotation, and quality control processes.
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PII Detection AnonymizationPersonal Data De-Identification Technology
An R&D asset that supports secure use of public-sector and healthcare data through sensitive information detection and de-identification technologies.
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Data Pipeline ValidationData Collection & Validation Technology
A technology asset that supports high-quality dataset development and continuous model performance improvement through research into AI training data collection, validation, and quality management processes.
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GLOBAL EXPERIENCE
NexIN’s digital innovation
expanding across global marketsDrawing on global project experience in e-government, public administration, smart cities, and digital transformation, NexIN designs actionable strategies and collaboration structures tailored to each country’s environment and project objectives.
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Global ICT Consulting
Proposes digital transformation strategies tailored to each country’s environment.
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International Cooperation-Based Execution
Executes cooperative projects with ODA organizations, public institutions, and global partners.
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Field-Oriented Execution Strategy
Designs execution plans that consider implementation, operation, and sustainability.
GLOBAL PROJECT MAP
NexIN Global Presence
SeoulPhnom Penh, CambodiaLima, Peru-
GLOBAL PROJECTS
50+
Overseas Projects
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PARTNER NETWORK
30+
Countries Reached
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GLOBAL BASE
3
Global Bases
METHODOLOGY & PARTNERS
Proven methodology and trusted partnerships
Based on our global ICT consulting experience,
NexIN designs everything from strategy development to execution planning for each project environment.
International Partnerships
NexIN has project experience with major international organizations such as the World Bank, ADB, and KOICA.
Tailored ICT Consulting
Develops feasibility studies, technical assistance plans, master plans, and execution strategies tailored to national and institutional environments.
Digital Transformation Execution
Has execution experience that connects consulting with system implementation and operation.
EXECUTION ROADMAP
Digital Transformation Execution Roadmap
NexIN analyzes each country’s environment and project objectives,
then supports every stage of digital transformation projects—from strategy and execution structure design
to field implementation and scaling of outcomes.
PROJECT PORTFOLIO
Projects proven in global field environments
Based on project experience accumulated in global field environments,
NexIN provides consulting tailored to the environments of each country and institution. -
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