A TREE Z — AI TRANSFORMATION
We turn business ideas into AI services people can use.
From planning and development to life after launch, we work with you.
FanTalk
Current status: Live
AI answers DMs and comments from Instagram, Kakao, and web chat using the creator’s knowledge, or hands them to a person with a summary.
FanTalk — Explore the case study
Kagit
Current status: Live · 5 languages
AI drafts from multiple sources, checks the drafts against those sources, and publishes in five languages.
Kagit — Explore the case study
MomentStory
Current status: Web service
People share photos and memories. AI writes lyrics, creates music, and brings them together in a custom music video.
MomentStory — Explore the case study
We adapt design and operating experience to each new business. Our approach to human handoff began with fan conversations.
AI answers where it can. Conversations needing review go to a person, with a summary.
2025.10
Human handoff in FanTalk
We designed a flow that distinguishes messages AI can answer from those needing human review.
2026.01
AI customer support for Company A
We adapted the handoff design for a general-purpose support service, built to the testing stage.
2026.06
Better handoffs within FanTalk
We added a queue and conversation summaries to help people pick up where AI left off.
More designs put to work elsewhere
We design the systems and operations that make AI part of everyday work.
Set the first project and success criteria.
Key deliverable
Priority projects and success criteria
Learn more: AI transformation consultingConnect AI to your existing workflows.
Key deliverable
An AI service connected to your existing systems
Learn more: Custom AI developmentKeep improving after launch.
Key deliverable
Regular improvements and operations reports
Learn more: Dedicated AI engineering teamPeople set the direction. AI agents take on implementation and review. The same team continues to improve and run your service after launch.
We build AI with AI.
Explore our dedicated team servicePeople
Direction & judgment
AI agents
Experience in another industry can open up possibilities in yours. Explore where AI could fit into your work.
Connect AI to customer inquiries, review moderation, and creator discovery.
Let AI answer fan messages and connect conversations needing review to people.
AI handles the inquiries it can answer and summarizes the rest for a person.
From an AI newsroom that checks its sources to generative video and music.
Developing AI document analysis with calculations governed by defined rules.
Control-room visualization and digital twins built; potential AI applications under review.
Tell us about the service you want to build or the work you want to change. We'll define a starting point and scope together.