Auto-parts quoting AI · close rate ×5
AI agents split up the parts pricing and quote writing that used to run on Excel. Automatic price updates, auto-attached part photos, and margin optimization — a 5x quote close rate.
Built by engineers from POSTECH, KAIST, and the world's top 1% engineering schools.
We pair deep expertise with creativity to deliver results clients love — and lead innovation with cutting-edge technology.
Partners & Clients
Numbers that prove TreeSoop
Projects delivered
On Wishket, Korea’s largest dev-outsourcing platform — top 0.1% partner
Client satisfaction
Expert team members
SCI-tier publications
Funding raised (KRW, ≈ $500K)
Government-funded R&D programs (Korea)
Nine elite members from POSTECH, KAIST, and Seoul National University — among the world's top 1% engineering schools — run our AI-native development loop, with every member on the Claude Code Max plan. See how we work →

CEO / AI Native Engineer
Computer Science graduate of POSTECH. Expert in full-stack development and AI/ML.

AI Engineer
Electrical Engineering graduate of POSTECH. Expert in computer vision and NLP.

Business Maker
Seven years running an agency, two product exits. Turns ideas into businesses.
AI model development, R&D projects, and workflow automation.
A full-cycle partner from research to product.
Every team member runs an agentic loop — from requirements definition to automated QA — on the Claude Code Max plan with the Anthropic Superpowers framework. 2–3x faster and more cost-efficient than typical outsourced development.
We read and implement the latest AI papers ourselves. With no gap between research and engineering, findings go straight into your service.
Researchers from POSTECH, KAIST, and Seoul National University design and build every project hands-on — with depth on par with AI conference publications.
CES exhibitor, government-funded R&D programs (Korea), and delivery experience at the ₩700M (≈ $500K) scale. A track record of turning research into real business value.
Git commits and plan documents are shared in real time. No-black-box development where you can track progress day by day.
Delivery isn't the finish line. We stay with you through deployment, operations, and maintenance.
Knowledge graphs to reduce hallucinations. Sovereign AI to protect your data.
We design both the accuracy and the security that regulated industries demand.
Excel quotes cut to 14 seconds, a chatbot trained on a veteran salesperson's voice, and daily publishing across 6 channels with zero marketers — every result here was measured in production.
From state-of-the-art paper research to model design, training, and service integration — delivered end to end.
We turn AI R&D outcomes into products and build workflow-automation solutions.
We combine LLM fine-tuning with RAG architectures to build domain-specific AI agents.
We build validated ideas into production-grade solutions — owning the full cycle from architecture to deployment and operations.
From the metaverse and concert platforms to AI — a record of technical depth and trust, built by relentlessly taking on new challenges since 2020.
Selected for Korea's Pre-Startup Package government grant program
Founded Asimula, a metaverse concert platform
Exhibited at CES 2022
LinkedInCarried out a 2-year, ≈ ₩700M (≈ $500K) government-funded R&D program with KOCCA (Korea Creative Content Agency)
Produced the Star Is Born concert — 30,000 concurrent viewers
Press coverageFounded TreeSoop — an AI/ML R&D company that grows together with its partners, driven by a vision to change the world through AI
The AI model they proposed went far beyond our expectations. The quality was excellent, and they even delivered more features than we had scoped in our first discussions.
Donghyuk Nam
CEO, Autopeople
They researched the latest papers themselves and set the technical direction for us. We reached the optimal model without any trial and error — I only wish we had met this team sooner.
Fauzi Rahman
CEO, Asimula
They shared progress and interim deliverables at every stage through Notion, so we never felt in the dark. Even as an outsourced project, it felt like they were part of our own team.
Jeongah Kim
PM, Raporo
We passed 20,000 MAU after launch. They didn't just build what we asked for — they thought alongside us about an app users would actually use, and I believe that made the difference.
Sungjin Kim
CEO, Toplis
They helped meticulously with everything from organizing the research process to writing the reports. The quality was high enough to pass for a full-time member of our lab.
Junhyuk Park
PhD Candidate, UNIST
I have no technical background, but they never gave up on explaining the algorithms until I truly understood. Once I did, I gained real conviction in my own service.
Hyunwoo Cho
Aspiring Founder