We build world-class AI infrastructure
and accelerate industries 10x

What we believe

Operations over models

Enterprise AI fails not because the model is lacking, but because operations can't keep up. Combining large and small models for the right situation, and balancing cost with performance so the system stays stable even when models change — that matters more than model selection alone.

AI creates the capacity for people to create the next value

We don't build AI to replace people. We build it so practitioners on the ground can leverage AI as a tool to drive greater impact. In industries where human expertise is the core, AI expands the reach of that expertise.

What we build

Brix

An agentic orchestration platform where AI agents run locally and autonomously. Built on a Rust-based runtime optimized for local model execution, with claude-agent-sdk enabling agents to make decisions and act on their own.

build

Rapidly design and deploy agents and workflows

manage

AI and system monitoring. Autonomous response to model changes

improve

Continuous improvement through model change response and failure case accumulation

FDE (Forward Deployed Engineer)

An engineer is deployed to your site within 2 weeks of contract signing. They design and build AI agents and workflows directly on Brix. You don't need to hire a dedicated AI team — when models change or data shifts, the FDE responds on-site and maintains the system.

Industries we serve

We focus on industries where human judgment and expertise are central, and where accuracy and trust matter more than raw performance.

BioResearchers focus on essential researchSeegene — Seegene Watcher. Real-time reagent analysis monitoring. Air-gapped. Under 1 secondIn production

Finance / InsuranceAccurate judgment protects assets and safetyPNP Claims — RAG chatbot. 93% accuracy. On-premise GPUIn production

CommerceBrands focus on products and customersInnovine Korea, Extreme — AI commerce solutionIn progress

DefenseSpeed of judgment protects livesClassified projectUnder discussion

GlobalBizBen (U.S.) — M&A AI agent. First contract in the U.S. marketPrototype

Team

Engineers and business leaders from diverse backgrounds have come together. People who have designed and operated AI systems firsthand are building technology that actually works in real-world industries.

Seunghyun Yu (Kris)

CEO

M.S. in Statistics, Korea University. Applied AI Systems Architect. Builds production-grade AI agents and Observability / Context Engineering layers.

Dongkwan Kim (Paul)

Research Lead

Top-ranked Computer Science graduate. Leads development of the AI Observability platform.

Sungmin Eom (Simon)

Platform Lead

KAIST Computer Science. Full-stack from networking to scalable AI systems.

Heeyoung Na (Dia)

Product Advisor

Founded an agency serving 30+ enterprise clients. Led multiple zero-to-one product builds.

Changmin Yoon (Kyle)

CBO

Serial entrepreneur with 3 ventures. Lehigh Accounting & Finance, LSE M.A. in Philosophy.

Hakjun Lee (Tom)

Forward Lead

Self-taught engineer. Led end-to-end project delivery at Seegene, BMTech, and others.

Haeseok Yang (Xeno)

Forward Engineer

Seoul National University. Full-stack development skills with machine learning intuition.