Enterprise
Enterprise
Alan Agentic AI
Building on the LLM technology and agentic AI capabilities proven in the Alan AI search engine, we deliver on-premise AI agent solutions tuned for enterprise, public sector and education. Korean-specialized performance, an advanced search foundation, full data protection — go beyond the limits of existing AI services and build an AI agent that is yours alone.
Building on the LLM technology and agentic AI
capabilities proven in the Alan AI search engine,
we deliver on-premise AI agent solutions tuned
for enterprise, public sector and education.
Korean-specialized performance, an advanced search
foundation, full data protection — go beyond the limits
of existing AI services and build an AI agent that is yours alone.
Features
Features
The Alan AI search engine service delivers maximum impact
and efficiency with proven features and technology.
Building on the LLM technology and agentic AI
capabilities proven in the Alan AI search engine,
we deliver on-premise AI agent solutions tuned
for enterprise, public sector and education.
Korean-specialized performance, an advanced search
foundation, full data protection — go beyond the limits
of existing AI services and build an AI agent that is yours alone.
Multi-agent system
- A multi-agent system in which specialized agents collaborate to find the optimal solution - Multi-LLM architecture tuned for each agent
Multi-agent system
- A multi-agent system in which specialized agents collaborate to find the optimal solution - Multi-LLM architecture tuned for each agent
Advanced AI search + answer agent
- RAG-based report generation and reasoning optimization - Fact-grounded answers / higher accuracy / real-time search tuning - Deep research and decision support
Ready for cloud and on-premise environments
- On-premise or hosted options to suit client needs, ready for both cloud and internal networks - Modular deployment and reinforced data security for internal or air-gapped environments - Agents built to integrate with in-house systems and enterprise workflows
Ready for cloud and on-premise environments
- On-premise or hosted options to suit client needs, ready for both cloud and internal networks - Modular deployment and reinforced data security for internal or air-gapped environments - Agents built to integrate with in-house systems and enterprise workflows
Solutions tailored to client needs
- Agent plugin extensions on Alan LLM + MCP → flexible customization - Integration with client databases and external APIs
Solutions tailored to client needs
- Agent plugin extensions on Alan LLM + MCP → flexible customization - Integration with client databases and external APIs
Service
Alan LLM
Optimized for factual reasoning and related-document analysis,
Alan LLM fully supports agentic AI across every environment,
from hyperscale models to lightweight on-device ones.
An LLM built on Alan's technology, specialized in retrieval-augmented generation (RAG) reporting and reasoning
Now, even where global commercial LLMs are off the table, running Alan LLM in-house gives you the most advanced RAG and full agentic AI support.
Better answer quality
- Accurate, substantial answers that match the intent and the facts of the question - Factual reasoning grounded in multiple references - Handles everything from friendly conversation to dependable, thorough reports
Better answer quality
- Accurate, substantial answers that match the intent and the facts - Factual reasoning grounded in multiple references - Handles everything from friendly conversation to dependable, thorough reports
Better answer quality
- Accurate, substantial answers that match the intent and the facts of the question - Factual reasoning grounded in multiple references - Handles everything from friendly conversation to dependable, thorough reports
Better answer quality
- Accurate, substantial answers that match the intent and the facts of the question - Factual reasoning grounded in multiple references - Handles everything from friendly conversation to dependable, thorough reports
Powerful related-document analysis
- Multilingual reference documents matched to question intent - High-precision document discovery and image extraction via reranking and filtering - References and analyzes diverse documents as a coherent whole
Powerful related-document analysis
- Multilingual reference documents matched to question intent - High-precision document discovery and image extraction via reranking and filtering - References and analyzes diverse documents as a coherent whole
Smart execution planning and tool calling
- Planning and tool-calling optimization for multi-step agentic AI - Reads the context of a question to run advanced tests
Smart execution planning and tool calling
- Planning and tool-calling optimization for multi-step agentic AI - Reads the context of a question to run advanced tests
Smart execution planning and tool calling
- Planning and tool-calling optimization for multi-step agentic AI - Reads the context of a question to run advanced tests
Korean-specialized LLM performance
- Korean data fine-tuning / cultural context awareness / stronger multilingual search - Built on technology ranked No. 1 on Korea's Ko-LLM leaderboard - Optimized Korean comprehension and expression
Korean-specialized LLM performance
- Korean data fine-tuning / cultural context awareness / stronger multilingual search - Built on technology ranked No. 1 on Korea's Ko-LLM leaderboard - Optimized Korean comprehension and expression
Korean-specialized LLM performance
- Korean data fine-tuning / cultural context awareness / stronger multilingual search - Built on technology ranked No. 1 on Korea's Ko-LLM leaderboard - Optimized Korean comprehension and expression
On-Premise Deployment / On-Device Deployment supported
- From high-performance LLMs for data centers to lightweight on-device LLMs, Alan LLM can be tuned for any environment a client needs — air-gapped networks, kiosks and more - Meets security requirements including corporate data protection and leak prevention
On-Premise Deployment / On-Device Deployment supported
- From high-performance LLMs for data centers to lightweight on-device ones, Alan LLM can be tuned for any environment a client needs — air-gapped networks, kiosks and more - Meets security requirements including data protection and leak prevention
On-Premise Deployment / On-Device Deployment supported
- From high-performance LLMs for data centers to lightweight on-device ones, Alan LLM can be tuned for any environment a client needs — air-gapped networks, kiosks and more - Meets security requirements including corporate data protection and leak prevention
On-Premise Deployment / On-Device Deployment supported
- From high-performance LLMs for data centers to lightweight on-device ones, Alan LLM can be tuned for any environment a client needs — air-gapped networks, kiosks and more - Meets security requirements including corporate data protection and leak prevention
Why Alan
Key use cases
Alan's technology plays the expert's role
faithfully across a wide range of fields.
Public institutions (local government, culture, agriculture, environment)
AI document search and summarization AI work support services Public AI services for culture and tourism
Public institutions (local government, culture, agriculture, environment)
AI document search and summarization AI work support services Public AI services for culture and tourism
Public institutions (local government, culture, agriculture, environment)
AI document search and summarization AI work support services Public AI services for culture and tourism
Educational institutions (universities, K-12)
AI teaching assistants AI advisor services (for students and faculty)
Educational institutions (universities, K-12)
AI teaching assistants AI advisor services (for students and faculty)
Educational institutions (universities, K-12)
AI teaching assistants AI advisor services (for students and faculty)
Enterprises (large corporates, finance, manufacturing, healthcare)
Internal search AI agents built for secure environments Knowledge services powered by internal data
Enterprises (large corporates, finance, manufacturing, healthcare)
Internal search AI agents built for secure environments Knowledge services powered by internal data
Enterprises (large corporates, finance, manufacturing, healthcare)
Internal search AI agents built for secure environments Knowledge services powered by internal data
Benefits to
Benefits to
Benefits
01
Delivered by ESTsoft,
Korea's trusted
SW and AI company
02
Optimized for Korea,
with Korean-specialized
performance
03
Fast deployment on
proven service experience
(built on Alan)
04
A flexible plugin
system → AI services
customized to each client
01
Delivered by ESTsoft,
Korea's trusted
SW and AI company
02
Optimized for Korea,
with Korean-specialized
performance
03
Fast deployment on
proven service experience
(built on Alan)
04
A flexible plugin
system → AI services
customized to each client
A scalable Human SaaS service that can be accessed from anywhere in the world using AI technology
Interactive AI human supports guidance, consultation, and interaction both offline and online. Expanding as a service hub without language barriers in retail, tourism, entertainment, exhibitions, manufacturing, and public sectors.
Artificial intelligence multi-agent that goes beyond AI search and reaches solutions for problem solving
Celebrity instructor video lecture creation, TOEIC speaking education content production, as a fitness training instructor
Expansion of educational businesses in various fields such as AI contentImplementing 'moving pictures' with EST AI technology, 'face transformation, makeup application, and clothing creation' through deep learning
Creating and utilizing various AI human content such as new employee analysts, announcers, etc.Companies can focus on their inherent customer value by providing data and solutions using AI
as an API.
Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,
provides the utility environment that users want.
A scalable Human SaaS service that can be accessed from anywhere in the world using AI technology
Interactive AI human supports guidance, consultation, and interaction both offline and online. Expanding as a service hub without language barriers in retail, tourism, entertainment, exhibitions, manufacturing, and public sectors.
Artificial intelligence multi-agent that goes beyond AI search and reaches solutions for problem solving
Celebrity instructor video lecture creation, TOEIC speaking education content production, as a fitness training instructor
Expansion of educational businesses in various fields such as AI contentImplementing 'moving pictures' with EST AI technology, 'face transformation, makeup application, and clothing creation' through deep learning
Creating and utilizing various AI human content such as new employee analysts, announcers, etc.We provide data and solutions utilizing AI through APIs to enable companies to focus on their inherent customer value.
Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,
provides the utility environment that users want.
A scalable Human SaaS service that can be accessed from anywhere in the world using AI technology
Interactive AI human supports guidance, consultation, and interaction both offline and online. Expanding as a service hub without language barriers in retail, tourism, entertainment, exhibitions, manufacturing, and public sectors.
Artificial intelligence multi-agent that goes beyond AI search and reaches solutions for problem solving
Celebrity instructor video lecture creation, TOEIC speaking education content production, as a fitness training instructor
Expansion of educational businesses in various fields such as AI contentImplementing 'moving pictures' by applying EST AI technology, producing various AI human contents such as 'face transformation, makeup application, and clothing creation' for new employees including analysts and announcers, and utilizing them
Companies can focus on their inherent customer value by providing data and solutions using AI
as an API.Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,
provides the utility environment that users want.
A scalable Human SaaS service that can be accessed from anywhere in the world using AI technology
Interactive AI human supports guidance, consultation, and interaction both offline and online. Expanding as a service hub without language barriers in retail, tourism, entertainment, exhibitions, manufacturing, and public sectors.
Artificial intelligence multi-agent that goes beyond AI search and reaches solutions for problem solving
Expansion of educational businesses in various fields, such as the establishment of celebrity lecture video courses, production of TOEIC speaking educational content, and AI content as a fitness training instructor
Implementing 'moving pictures' with EST AI technology, 'face transformation, makeup application, and clothing creation' through deep learning
Creating and utilizing various AI human content such as new employee analysts, announcers, etc.We provide data and solutions utilizing AI through APIs to enable companies to focus on their intrinsic customer value.
Background removal technology applied in ALSee Capture, like the smooth design of ESTsoft AI technology and ALTools products,
provides the utility environment that users want.
LET'S Connect
CEO: Sangwon Chung
Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962
EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711
Family Site
ⓒ EST. 2026
LET'S Connect
CEO: Sangwon Chung
Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962
EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711
Family Site
ⓒ EST. 2026
LET'S Connect
CEO: Sangwon Chung
Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962
EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711
Family Site
ⓒ EST. 2026
LET'S Connect
CEO: Sangwon Chung
Business Registration Number 229-81-03214 Mail-Order Business Notification Number 2011-Seoul Seocho-1962
EST Building, 3 Banpo-daero, Seocho-gu, Seoul (Postal Code)06711
Family Site
ⓒ EST. 2026