What MISO INFO TECH does

MISO INFO TECH (주미소정보기술) is a South Korea-based AI and big data platform company founded in March 2006, operating under a '1 person 1 solution' culture in which each employee owns and continuously evolves a dedicated business solution. Headquartered in Gwangju Knowledge Information Town with regional offices in Seoul, Daejeon, Busan, Wonju, and Gwangju, the company has accumulated 300+ enterprise clients, 600+ project implementations, and 122+ awards and certifications over its 19-year operating history.

The technology stack centers on smart BIG, a no-code Multi-modal Data Platform built on Data Fabric architecture, and extends across the full data lifecycle from collection to AI-driven insight. Core platforms include ACTIC (an LLMOps/MLOps/agentic AI orchestration platform), Daxi (an event-driven manufacturing AI workflow platform with HITL gates and Kafka microservices), smart TA (hybrid rule-based plus LLM text analysis), smart MDQ (multi-modal data quality), smart AL (AI training data construction with DICOM annotation and 3D point cloud support), smart VI/FDC/AID (industrial video, fault detection, autonomous process control), and the MISO Healthcare Total Solution suite (CRaaS, Mediscan, smart CDW, smart DRB, smart BLUR). The company holds registered patents covering readable recording media for big data analysis, domain-specific language rule generation, and adjustable intent inference sequencing, plus 10 healthcare AI patents, and operates an in-house enterprise lightweight language model (M-LLM).

MISO INFO TECH monetizes through annual subscription and multi-year enterprise software licensing, cloud-based PaaS/SaaS deployment, professional services for system integration, and government-funded R&D projects (NIA, Ministry of Science and ICT). Distribution combines direct enterprise sales with regional offices and channel partnerships with Kolon Benit, KCC Information & Communication, and Lotte Information & Communication, the last of which holds a 10% equity stake acquired in November 2021. End markets span healthcare (university hospitals, NHIS, National Rehabilitation Center), manufacturing (Hyundai Steel, CMTX), construction (Lotte E&C), and public sector agencies. The company is currently preparing for an IPO following a July 2025 leadership transition that installed co-founder Nam Sang-do as CEO while founder Ahn Dong-wook moved to Chairman.

Name

MISO INFO TECH

Legal name

(주)미소정보기술

Website

https://misoinfo.co.kr

Company type

Private

Founded year

2006

Operating status

Operating

Headcount range

101–250 employees

Short description

MISO INFO TECH is a South Korea-based AI and big data platform company serving 300+ enterprise and government clients in healthcare, manufacturing, construction, and public sectors with proprietary multi-modal data platforms, agentic AI, VLM-based OCR, and industry-specific AI solutions.

Ownership category

akta.pro rank

Product category

Enterprise AI and Data Platform Software

NAICS

Custom Computer Programming Services (541511), Computer Systems Design Services (541512), Software Publishers (51321), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industry

Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)

Keywords

• Multi-modal data platform
• Enterprise AI software
• Manufacturing AI workflow
• Healthcare data analytics
• AI orchestration solutions

Headquarters

HQ city

Gangneung

HQ country

South Korea

HQ region

Asia

Offices6 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. Software Solutions Sales: Sale and licensing of proprietary AI/Big Data software solutions (smart BIG, ACTIC, Daxi, smart TA, smart MDQ, CRaaS, ViiX, etc.) to enterprise customers in healthcare, manufacturing, and public sectors. Solutions are deployed on-premise and cloud with annual subscription or perpetual license models.
2. Platform as a Service / SaaS: Cloud-based deployment of data platforms and AI services with subscription-based recurring revenue. Includes managed services for platform operation and maintenance.
3. Professional Services: Custom integration, implementation, and consulting services for enterprise digital transformation projects, including data platform construction, AI model development, and system integration.
4. Government R&D Projects: Government-funded technology development projects (e.g., NIA AI training data projects, Ministry of Science and ICT projects) contributing to R&D revenue streams.

Pricing tiers

Go-to-market motion3 records

Distribution channels5 records

Marketing channels8 records

Core offering

MISO INFO TECH develops and sells enterprise AI and multi-modal data platform software, including smart BIG (no-code multi-modal data platform), ACTIC (AI agentic orchestration platform), Daxi (manufacturing AI workflow automation), CRaaS (clinical research analytics), smart TA (text analysis), ViiX (VLM-based OCR), smart MDQ (data quality), smart AL (AI training data), MISOBOT (chatbot), and Qlik distribution. The solutions are deployed on-premise or cloud with annual subscription licensing and are targeted at enterprise customers in healthcare, manufacturing, construction, and public sector verticals in South Korea with planned North America and Europe expansion.

Product overview

MISO INFO TECH offers a comprehensive multi-modal data platform with a portfolio of interconnected solutions. The core platform smart BIG provides data collection, storage, management, and AI model development. Key integrated solutions include: ACTIC for LLMOps/MLOps and autonomous AI orchestration; Daxi for manufacturing AI workflow automation; CRaaS for clinical research support; smart TA for text analysis and knowledge assetization; smart AL for AI training data annotation; smart MDQ for data quality assessment; smart CDW for clinical data warehouse; and ViiX for VLM-based document OCR. The ecosystem includes specialized modules like smart BLUR (image de-identification), Mediscan (medical reports), smart DRB (data review), smart FDC (predictive maintenance), smart AID (autonomous control), smart VI (video analysis), and DX-AI IoT Prism (IoT analytics), plus chatbot solutions MISO BOT and MISOBOT, and safety solution Safe WE. The company also distributes Qlik analytics platform and offers sector-specific solutions across healthcare, manufacturing, and public domains.

Differentiator

Problem solved

Functional benefit

Products and services

• smart BIG No-code multi-plex solution platform enabling big data collection, storage, management, and AI model development lifecycle with full data research and analysis capabilities. Targeted at enterprises seeking an end-to-end multi-modal data platform.
• ACTIC (Actify) LLMOps/MLOps/MCP all-in-one platform with autonomous AI agentic orchestration for AI service configuration, multi-LLM integration, and rapid RAG setup. Enables autonomous AI workflows for enterprise environments.
• Daxi (닥시) Cloud-native manufacturing AI workflow platform using event-driven DSL for 4M change management and NG issue analysis with HITL gates, Kafka-based 8-module microservices, RAG-based context hub, and SPC analysis (CUSUM/EWMA). Targeted at manufacturing enterprises seeking AI-driven production automation.
• CRaaS Clinical research support solution providing optimized workflow for the entire clinical research process, from data collection to analysis, reducing cost and time while improving data quality. Targeted at hospitals, medical centers, and pharmaceutical research teams.
• smart TA AI-based unstructured data attribute classification and knowledge assetization solution using hybrid AI combining rule-based ML with latest language model AI (smart TA M-LLM). Supports multi-attribute classification and knowledge asset creation.
• ViiX (빅스) VLM-based 3rd generation OCR for intelligent document AI that understands structure and context of unstructured documents with Key-Value extraction, Zero-Shot learning, Active Learning, and Self-Learning (HITL-based self-evolution cycle). Targeted at medical, manufacturing, and construction document automation.
• smart MDQ Multi-modal data quality diagnosis and evaluation solution for structured and unstructured data with real-time monitoring, automated inspection, and API-based external data validation. Targeted at enterprises requiring data quality assurance for AI/ML pipelines.
• smart AL AI training data construction and management platform supporting DICOM annotation, semantic segmentation, key feature points, object segmentation, point cloud data (3D Lidar), text annotation, and sound wave annotation with crowd-sourcing and AI auto-labeling.
• MISOBOT Big data-based AI chatbot solution using morpheme analysis engine and machine learning for intent inference, combining ontology-based domain knowledge with Hybrid RAG for intelligent document interaction and enterprise knowledge search.
• MISO BOT Big data-based AI chatbot solution using Korean morpheme analysis engine and machine learning for user intent inference with continuous learning capabilities and external API interfaces for connecting to various services.
• DX-AI IoT Prism (smart IoT Prism) Integrated AI framework for manufacturing IoT data processing, analysis, and visualization with GenAI-based natural language Q&A, automated analysis curation, time-series analysis (CUSUM/EWMA), distribution analysis, pattern analysis, frequency analysis (FFT), 3D visualization, and alarm threshold settings.
• Safe WE AI-based major accident prevention solution with proactive risk assessment and field-customized safety management using NLP technology for construction and manufacturing sites. Targeted at construction firms and industrial operators requiring safety compliance.
• smart CDW Framework-based solution integrating and analyzing unstructured medical information using in-memory technology and specialized medical information search. Targeted at hospitals and clinical research institutions.
• DataScan Non-labeling data standardization solution for healthcare and industrial sectors enabling AI training data construction for LLM and sLLM models, processing approximately 1,000 records in 2 minutes with linguistic rule-based classification.
• M-LLM (MISO-LLM) Enterprise lightweight language model based on smart TA for domain-specific tasks in hospitals, pharmaceuticals, and bio companies. Targeted at enterprises seeking on-premise or specialized domain LLMs.
• Qlik (distribution and integration) Data analytics platform with proprietary Associative Engine and Cognitive Engine for real-time data integration, associative analysis, augmented analytics, and natural language processing, distributed as Qlik partner in Korea.

Named customers11 records

Segments5 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration7 records

AI capability14 records

Feature11 records

Partnerships

31 partnerships are on record, tiered strategic, core and minor.

• 인실리코젠 (Insilicogen)strategicStrategic or Co-development Partner · 5 September 2025Digital healthcare and bio data partnership for building an innovative ecosystem in digital health and bio data. Combining MISO's multi-modal data platform with Insilicogen's data bio expertise.
• 벡트 (Vact)strategicStrategic or Co-development Partner · 5 August 2025XR (Extended Reality) business partnership with Vact for new XR market creation combining MISO's AI data platform with Vact's XR technology.
• 원닥 (Wondoc) + 에이티센스 (AT-Sense)coreStrategic or Co-development Partner · 17 July 2025Global healthcare market expansion partnership with telemedicine specialist Wondoc and medical device manufacturer AT-Sense. Three-way cooperation covering telemedicine, medical devices, and data platform for K-healthcare global export.
• 연세대학교 미래캠퍼스 AI부트캠프사업단strategicStrategic or Co-development Partner · 12 June 2025AI practical talent cultivation partnership. Industry-usable AI professional workforce development through Yonsei University Future Campus AI bootcamp program.
• SDT (양자기술 전문기업)strategicStrategic or Co-development Partner · 27 May 2025Quantum AI partnership targeting healthcare and manufacturing markets. Development of quantum-AI based QX (Quantum Transform) solutions for medical and manufacturing domains.
• 하이젠헬스케어 (Higen Healthcare)strategicStrategic or Co-development Partner · 14 May 2025Partnership with hospital information system company for global K-healthcare market expansion. Leveraging Higene's HIS expertise combined with MISO's data platform and AI capabilities.
• 사이냅소프트 (SynapSoft)coreTechnology or Integration · 14 May 2025Generative AI business partnership integrating MISO's smart TA text analysis with SynapSoft's DA and OCR capabilities. Combining knowledge assetization solution with document analysis for accurate enterprise answer generation from extensive document knowledge databases.
• 직스테크놀로지 (Jixs Technologies)strategicStrategic or Co-development Partner · 9 May 2025Strategic partnership for generative AI and CAD technology fusion. Building AI digital design platform combining MISO's multi-modal data platform with Jixs's CAD technology for innovative AI-powered design solutions.
• 휴레이포지티브 (Huray Positive)strategicStrategic or Co-development Partner · 1 May 2025Personalized health management service development using personal health records (PHR). Combining fragmented PHR data through multi-modal and generative AI for ultra-personalized health management.
• 도르도이 그룹 (DORDOI Group) + 살롬베코프대학교 (Salymbekov University) - 키르기즈공화국coreStrategic or Co-development Partner · 1 April 2025Healthcare digital transformation partnership in Kyrgyzstan. Cooperation with DORDOI Group and Salymbekov University Medical School and IT department for hospital digital healthcare technology advancement and Central Asia market entry.
• 원스글로벌 (Oncesglobal)strategicStrategic or Co-development Partner · 25 March 2025Customized healthcare business partnership for drug interaction data quality and medication management. Providing personalized drug interaction, contraindication, and drug information through integration with pharmaceutical data.
• 마인즈에이아이 (Minds AI)strategicStrategic or Co-development Partner · 5 February 2025Mental health big data platform partnership. MISO's healthcare big data analysis technology combined with Minds AI's mental health expertise for mental health protection initiatives.
• 한국스마트그리드사업단 ((재)한국스마트그리드사업단)strategicStrategic or Co-development Partner · 24 January 2025Housing power energy AMI (Advanced Metering Infrastructure) big data platform development and construction MoU under Ministry of Trade, Industry and Energy. Smart grid energy data platform development.
• KCC정보통신 (KCC Information & Communication)coreStrategic or Co-development Partner · 25 September 2024Multi-modal data platform business expansion through generative AI for public and enterprise markets. KCC Information & Communication partnership for GenAI-powered multi-modal data platform in Korean public sector and enterprise markets.
• 시야인사이트 (Siya Insight) + 강원도 의료·바이오 기업strategicStrategic or Co-development Partner · 1 July 2024Gangwon-do biohealth business partnership for medical data analysis, new drug development, and biohealth industry development in the Gangwon region.
• 휴이노 (Huiner)minorStrategic or Co-development Partner · 1 May 2024Digital therapeutics and wellness technology partnership for HIMSS 24 APAC exhibition and healthcare digital transformation.
• 코오롱베니트 (Kolon Benit)coreStrategic or Co-development Partner · 1 April 2024AI business partnership and AI Alliance cooperation. Joint marketing and customer incubation in e-commerce, manufacturing, and construction sectors through AI utilization strategy sharing seminars. Also partnered for non-structured data-based AI strategy seminars targeting manufacturing sites.
• 경기도 / 카이스트strategicStrategic or Co-development Partner · 1 April 2024AI industry activation partnership with Gyeonggi-do and KAIST. AI industry roundtable hosted at Gwangju Knowledge Information Town for IT company networking.
• 경북테크노파크 (Gyeongbuk Technopark)strategicStrategic or Co-development Partner · 28 March 2024Carbon neutrality and ESG management activation partnership for Gyeongbuk region manufacturing enterprises. Digital manufacturing innovation and sustainability transformation.
• 서울중남부AI사업협동조합strategicStrategic or Co-development Partner · 1 March 2024Korea's first AI business cooperative combining AI companies, academic institutions, and government for Seoul region AI development. MISO serves as founding member.
• 더화이트커머니케이션 (TWC - The White Communication)strategicTechnology or Integration · 31 January 2024AICC (AI Contact Center) enhancement partnership. AI-powered contact center solution development with privacy-protecting AI analysis and workflow optimization.
• 모리트 (Morit)minorStrategic or Co-development Partner · 16 January 2024Digital twin-based biological reactor AI dynamic water quality management system development for advanced wastewater treatment. Environmental digital twin solution combining MISO's data platform with Morit's environmental technology.
• 월든디티 (Walden DT)strategicStrategic or Co-development Partner · 25 November 2022Digital therapeutics joint research MOU. Metaverse-based non-face-to-face psychotherapy and mental health management through combining healthcare data analysis with digital therapeutics.
• 인텔리콘연구소 (IntelliCon Research Institute)strategicStrategic or Co-development Partner · 4 November 2022Legal AI system and service joint research partnership. Combining MISO's Smart TA text analysis with IntelliCon's legal AI expertise for regtech applications. AI expert exchange and joint project execution.
• 아이트리온 (i3 Systems)strategicStrategic or Co-development Partner · 7 October 2022AI Factory business expansion strategic partnership. Combined AI factory solutions for manufacturing sector market expansion.
• 광주시 / 광주아이플렉스 스타트업센터strategicStrategic or Co-development Partner · 27 September 2022Gwangju office opening at I-PLEX startup center for AI business base establishment and medical/healthcare market expansion in Honam region.
• 롯데정보통신 + 롯데건설 (Lotte Information & Communication + Lotte E&C)coreStrategic or Co-development Partner · 8 September 2022Construction site risk management AI project. AI-based construction safety risk analysis and risk assessment AI development for Lotte Engineering & Construction sites.
• 위뉴 (WeNew)strategicStrategic or Co-development Partner · 6 April 2022AI-based digital healthcare business expansion MOU with WeNew for healthcare digital transformation solutions.
• 한국공인노무사회minorStrategic or Co-development Partner · 16 December 2021Metaverse-based HRD (Human Resource Development) platform construction partnership for labor management training and education.
• 케이투코리아 (K2)minorStrategic or Co-development Partner · 26 November 2021Sports data platform technology development for sports industry innovation under Ministry of Culture, Sports and Tourism. Outdoor brand K2 data analytics and AI solutions.
• 사이앱스 (Syapse) - 미국strategicStrategic or Co-development Partner · 3 November 2021Precision medicine big data and RWD (Real-World Data) partnership with US precision medicine company Syapse for international healthcare data exchange and analysis.

Scale indicators8 records

Recent moves7 records

Expansion highlights6 records

Direct peers

• Selvas AI (Selvas): Korean AI company providing handwriting recognition, document AI, and AI services for healthcare and enterprise. Comparable to MISO in AI-powered document/data processing and Korean enterprise market focus.
• Saltlux: Korean AI specialist providing NLP, knowledge graph, and conversational AI platforms (including its own LLM). Comparable to MISO in offering AI/data platforms to Korean enterprises with similar vertical use cases in public sector and customer service.
• Konan Technology: Korean AI and text analytics company offering a Big Data analysis platform and AI-based search/NLP solutions. Directly comparable to MISO in serving enterprise customers with unstructured data analytics and natural language processing capabilities.
• AIZEN (AB180): Korean AI and data analytics company serving financial services and enterprises with AI platforms. Comparable in offering data-driven AI solutions for Korean regulated industries.

Broad incumbents

• Samsung SDS: Large Korean IT services arm of Samsung Group offering cloud, analytics, AI, and digital transformation to enterprises. Comparable as a broad incumbent that competes with MISO in manufacturing and logistics AI/data platform deals.
• LG CNS: Major Korean IT solutions and services company covering AI, cloud, and enterprise platforms for large Korean enterprises and government. Comparable as a broad incumbent competing for similar AI/data integration mandates.

Emerging players

• Lunit: Korean medical AI company focused on AI-powered cancer diagnostics and medical imaging. Comparable as an emerging healthcare AI specialist, overlapping with MISO's medical AI/data offerings but with deeper focus on imaging diagnostics.
• VUNO: Korean medical AI company providing AI-based medical imaging and clinical decision support. Comparable as an emerging healthcare AI player targeting overlapping Korean hospital customers.

Others

• Qlik: Global BI and analytics platform vendor for which MISO is the exclusive Korean partner. Connected as both a partner and adjacent platform competitor in the data analytics/visualization layer where MISO's smart BIG and smart TA overlap.

Regional players

• Bespin Global: Korean cloud managed services and consulting company helping enterprises migrate to and operate on hyperscaler platforms. Comparable as a regional Korean player in enterprise data/cloud enablement, though focused on cloud migration rather than AI platforms.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@MISOINFOTECH
• Facebookfacebook.com/misoinfo
• Xx.com/qlikview_korea

Compliance12 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about MISO INFO TECH