Technology Classification

Tech Scanner

The “Tech Scanner” is an algorithm that automatically classifies companies into distinct technology type by identifying innovative keywords and analyzing company-specific text data.
This supports the proactive discovery of firms with advanced technologies, enabling early identification of cutting-edge corporates.

Mechanism

Technology Keywords
First, the keyword library is periodically updated using NLP (Natural Language Processing), to incorporate the latest trends and research on innovative technologies, including RND.
Data Standardization
The algorithm preprocesses and standardizes large volumes of unstructured data including news articles, websites, and IP (Intellectual Property) text of each corporates for AI analysis.
Technology Classification
Trough cross-analysis of keywords and corporate text data, the technologies owned by each company are automatically classified without manual intervention, streamlining the process of identifying cutting-edge firms.
Key Cases
Contract
Industrial Bank of Korea
2024.09 – 2024.11

Developed and verified the ‘Future Growth Model’ with a focus on IPOs, paving the way for its integration intonext-generation banking systems.

Contract
Samsung Securities
2024.08 – 2024.10

Through the ‘Samsung C-Lab Outside’ program, Antock developed a start-up IPO prediction model.

Contract
Industrial Bank of Korea
2024.01 – 2024.08

Conducted the 2nd project of the ‘Future Growth Model’ to validate its scalability across industries.

Contract
KISED
2023.10 – 2023.11

Completed an ecosystem study and identified innovative companies through classification based on the ‘10 super-gap’ technologies.

Contract
Money Today Corp.
2023.07 – Present

Identified innovative technology companies for the startup accelerating media platform, ‘Unicorn Factory’.

Contract
Kyobo
2023.07 – 2024.09

Identified innovative healthcare companies and data provision.

Contract
FnGuide
2023.04 – 2023.10

Developed a system for AI-based global technology analysis and identification of domestic innovative companies.

Contract
Kookmin Bank
2022.04 – Present

The Tech Scanner service was implemented across all branches of Kookmin Bank to support company discovery.