KOEN

JUNGJU LEE · AI NATIVE CONSULTING

Build teams that work with AI. Deliver products that work.

Explore the AI Native approach

AI NATIVE CONSULTING

Connect how teams work to products and operations.

Becoming AI Native means defining ownership, validating AI against real work, and building the foundation to operate reliably. We shape the changes that fit your organization’s current stage.
01
An organically coordinated AI-native organization

ORGANIZATION & WORKFLOWS

Work together with AI

Define human and AI roles, decision rights, and review responsibilities. Turn individual know-how into shared workflows and playbooks.
  • Roles & ownership
  • Workflow playbooks
  • Training & adoption
02
A person and AI working together in one orchestrated flow

AI & PRODUCT DELIVERY

Validate against real work

Evaluate AI, RAG, and agents using real questions, documents, and edge cases. Connect retrieval, tools, and human review into a dependable service.
  • AI & RAG evaluation
  • Agents & tools
  • Quality, cost & latency
03
Platform engineering creating a stable, dependable flow

PLATFORM & OPERATIONS

Build for ongoing operation

Connect shared development environments, deployment automation, and monitoring. Define how teams manage quality, incidents, and cost as they improve the product.
  • Delivery automation
  • Observability
  • Operational governance

What we build: an AI operating model, validated workflows and evaluation sets, and repeatable delivery and operations.

Explore AI Native consulting

BUILT & OPERATED

Built in practice. Improved through operation.

From AI content automation to service ordering and delivery, these are products I have designed and built. They show how I move from an idea to validation and ongoing operation.
The Place Where the Wind Returns, a featured AI Slop series

AI CONTENT PIPELINE

AI Slop

An automated publishing experiment in which AI plans stories and scenes, creates imagery, and carries the work through publication as an ongoing comics and video pipeline.
Project storyVisit Slop
The OKGo service showroom

PRODUCT SHOWROOM SAAS

OKGo

A showroom SaaS for browsing and ordering sites, games, comics, shorts, kiosks, and notification services—turning an idea into a path through delivery and operation.
Visit OKGo

BUILDING IN ROBLOX

Build the play, then make the next build faster.

I created a relaxing paper-boat journey through Seoul and a competitive survival game beneath a rain of bombs. Each focused playtest becomes reusable Lua systems and better creation tools.
  • Game design
  • Lua scripting
  • Creation tools
  • Launch & operations
Explore Roblox game making
Paper Boat Exploration through Seoul waterways on Roblox
Paper Boat Exploration
Bomb Rain survival game on Roblox
Bomb Rain
Explore all works