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Mondrian AI

Category: ML Ops / ML Platforms

An enterprise AI infrastructure and MLOps platform provider that accelerates AI Transformation (AX) through integrated software, hardware, and specialized GPU cloud services. Mondrian AI was founded in 2018. The company is led by Hong Dae-ui. Based in Incheon, South Korea. Team size: 10-50. Total funding raised: ₩4.5B+. Latest round: Series B (Ongoing as of early 2026). Key investors include ["T-Investment","BNK Venture Investment","Bluepoint Partners","Megazone Cloud","Lotte Ventures","SparkLabs"].

Founded
2018
Headquarters
Incheon, South Korea
Team size
10-50
Total funding
₩4.5B+

Value proposition

Lowers the barrier to AI adoption by providing a full-stack environment that integrates data engineering, model development (MLOps), and cost-effective GPU infrastructure (NeoCloud).

Products and solutions

["Yennefer: A comprehensive AI development and MLOps platform (Labs, Cluster, and MLOps modules)","NeoCloud / Runyour AI: High-performance GPU-based AI cloud services (utilizing NVIDIA B300 and Intel Gaudi)","Runyour Agent: A multi-model AI agent service supporting GPT, Gemini, Claude, DeepSeek and other LLMs with multimodal file analysis","MonGPT: An industry-specific Large Language Model (LLM) customized for enterprise data","BioPlex: An AI-fused genomic analysis platform for medical and bio-research","AI Box: Hardware-software integrated workstation for on-premise AI analysis"]

Unique value

Mondrian AI offers a unique 'Triple-A' integration: specialized AI Hardware, the Yennefer software platform, and localized Cloud services, allowing for seamless transition from research to commercial production.

Target customer

Manufacturing enterprises, medical and healthcare institutions, government agencies (B2G), and research organizations requiring high-performance computing for AI development.

Industries served

["Manufacturing (Semiconductor, Industrial tools)","Medical & Healthcare (Brain disease analysis, Diagnostics)","Aviation & Aerospace (Aircraft video analysis systems)","Public Sector & Smart Cities","Finance & Data Analytics"]

Technology advantage

Proprietary 'ELM' (Efficient Language Model) technology allows industrial-grade AI to run on smaller GPU resources. The platform is hardware-agnostic, supporting diverse accelerators including Intel Gaudi, NVIDIA Blackwell, and domestic AI NPU chips (e.g., Rebellions).

How they differentiate

Unique 'Triple-A' integration strategy combining specialized AI Hardware (AI Box), an enterprise MLOps software platform (Yennefer), and localized GPU Cloud services (NeoCloud), providing a full-stack environment for industrial AI.

Main competitors

["MakinaRocks","VESSL AI","Superb AI","Nota AI"]

Key partnerships

["Intel: Strategic research and infrastructure partnership using Intel Gaudi accelerators","IBM: Global sales and platform optimization partnership","Megazone Cloud & KT Cloud: Technical and investment collaboration for cloud expansion","Rebellions: Integration of domestic AI chips for cost-efficient medical AI platforms","Incheon City & Korea University: Large-scale public data and research infrastructure projects","Agentic AI Alliance: Official member of government-led consultative body launched April 2026 with LG, Kakao and others","Jeonju International Film Festival: AI technology cooperation MOU signed May 2026","Hamyang-gun & Orid Korea: 1.03 trillion won Hamyang AI Data Center construction partnership"]

Notable customers

["Incheon International Airport","Korea University","Intel","IBM","Incheon Smart City","Aviation & Medical Research Institutions"]

Major milestones

["Founded in June 2018","Won the Prime Minister's Award at the 8th Public Data Startup Competition","Successfully secured Series A funding in Feb 2022","Strategic partnership with Intel for Gaudi-based AI infrastructure in 2024","Achieved net profit and reached financial turnaround in 2025","Opened Series B funding round targeting ₩15B in Jan 2026","Launched Runyour Agent multi-model AI agent service in Mar 2026","Joined Agentic AI Alliance in Apr 2026","Signed 1.03 trillion won Hamyang AI Data Center partnership in Feb 2026"]

Growth metrics

Achieved financial turnaround and 흑자 전환 (profitability) in 2025; targeting ₩5.0B in revenue for 2025 and IPO in 2027.

Market positioning

Industrial and Public Sector AI Infrastructure Specialist

Geographic focus

South Korea (Incheon Hub), with expansion efforts into North America and Southeast Asia

Patents and IP

Holds over 17 core technology patents, including 'Aircraft Analysis System using AI-based Video Analysis' and various IPs related to real-time distributed data pipelines and big data platform synchronization.

About Hong Dae-ui

Hong Dae-ui (홍대의) is the Founder and CEO of Mondrian AI. He also serves as the Chairman of 'Code for Incheon', a civic tech community. He is recognized for his leadership in AI transformation (AX) and enterprise MLOps, having received the Prime Minister's Commendation for Venture Startup Promotion and leading Mondrian AI to multiple prestigious awards, including the 2020 Public Data Startup Competition Prime Minister's Award.

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