MUSTREE | 머스트리

Company Name	MUSTREE
Booth Number	D133
Home Page	www.mustsem.co.kr/
Main Phone	010-2352-4176

Company Introduction

Mustree Co., Ltd. is a technology company that develops and supplies application software based on AI agent and blockchain 
technologies. Founded in 2022 as a faculty startup of Konkuk University, the company has strong R&D capabilities driven by PhD-level 
data science researchers. For the financial sector, Mustree provides 'Agentree', an integrated solution combining an AI agent that 
automatically collects corporate data with LLM-based automatic generation of Technology Credit Bureau (TCB) and intellectual 
property (IP) valuation reports. The company has a proven track record of collaboration in the financial industry, including supplying 
AI and blockchain solutions to Korea's BIG 5 commercial banks. Mustree also provides 'MustSEM', an AI-blockchain convergence SaaS 
platform, to more than 40 client companies across diverse industries such as beauty-tech, healthcare, smart manufacturing, and 
finance, and has expanded into overseas markets including the United States.

Introduction of item

1. AI DATA COLLECTION AGENT

AI DATA COLLECTION AGENT

An AI agent that automatically collects corporate, financial, patent, R&D, and certification data by searching more than 20 external 
channels in parallel — including KIPRIS, DART, NTIS, and KISTI — with just a single business registration number as input. It 
comprehensively analyzes a company's business activities, patent portfolio, and R&D records to identify its actual industry sector, and 
automatically classifies patents into core technology clusters. All collected data is stored together with its source URL, retrieval 
timestamp, and original screen capture to ensure full evidentiary traceability, and analysis results are automatically packaged into 
Excel files, HTML reports, and ZIP archives. By dramatically reducing the repetitive work of searching, compiling, and verifying 
corporate information, it enables evaluators to focus on high-value tasks such as technology analysis and credit assessment.

2. AI REPORT GENERATION SOLUTION

AI REPORT GENERATION SOLUTION

A solution in which LLM-based multi-agents automatically generate draft Technology Credit Bureau (TCB) and intellectual property 
(IP) valuation reports. Dedicated AI agents analyze four assessment dimensions — technology, patent rights, marketability, and 
business viability — while verification agents cross-check the results to produce scores and written opinions for each evaluation item. 
The solution analyzes patent scope, prior and similar technologies, and target-market applicability through real-time queries to the 
KIPO KIPRIS API and market report searches, and calculates IP value using a royalty-relief methodology based on five variables: 
economic life, royalty rate, utilization rate, discount rate, and IP validity. It delivers assessment results, supporting rationale, and 
applied assumptions in standardized reports, and provides a dashboard for expert review, revision, approval, and change history 
management.