MISSION STATEMENT
ATTIC Inc.
History
2023 ~ 2025
2025
- K-water Collaboration Project (Gumi Regional Office, Jan 2025 ~ Dec 2025)
• Developed an anomaly detection model for the coagulation process in water treatment plants.
• Developed an algae detection model based on machine vision (On going)
• Jointly filed for intellectual property rights related to water purification processes
- Data Analysis Projects (DT/DX, 2025. 10 ~)
• Predictive quality management and optimization of manufacturing processes (S company)
2024
- Selected as K-water's 18th Cooperative Startup (2024. 11 ~ 2026. 10)
• Conducting a PoC project with K-water Gumi Regional Office :
Developing an anomaly detection model for the coagulation process in water treatment plants
- Selected for Startup Jump-up Package : SK Innovation Egg 4th Batch (2024. 05 - 2025. 02)
• Developed a waste plastic sorting and monitoring solution using machine vision technology
- Executed Data Analysis and Serviceization Projects
• Paper manufacturing process (H company)
• Developed a service model using social data (G company)
- Venture Business Certification (2024. 11. 20)
- Published ESG Management Practice Plan and Impact Report
• Issued an IMP-based Impact Report for evaluating the social value of our solutions.
• Established an ESG management practice plan and social mission
2023
- Data Voucher Project (2023. 06 ~ 11)
• Analyzed flocculation efficiency in the water treatment plant's pollutant coagulation process through image analysis
- Service Quality Improvement Project (2023. 11 - 2024. 02)
• Implemented predictive quality management for the procurement and distribution process (A company)
2021 ~ 2022
2022
- Data Analysis Projects (2022. 03 ~ 12)
• Prediction modeling for the consistency of Formaldehyde in BYD production line
• Prediction modeling of NOx level in NEP production process
- Education & Mentoring (2022. 05 - 12)
• PBL (Project Based Learning) mentoring
• SK Siltron / SK Chemical
2021
- Establishment of ATTIC Inc. (2021. 09. 10)
- Signed MOU with POSTECH
• Joint research on developing an anomaly detection algorithm using microbial DNA data analysis
- Secured a government-funded research project from KETEP
• Development of an operational optimization algorithm for biogas plants using bacterial DNA analysis data (₩700 million / 3 years)
- Data Analysis Projects (2021. 10 ~ 12)
• Run length prediction and productivity improvement through catalytic analysis
• Prediction and reduction of NOx emissions via optimal operating condition modeling
Our Team
Machine learning, AI, and the supporting IT technologies are evolving and advancing at a rapid pace. Every day, numerous new research papers are published, and countless pieces of source code are shared on repositories like GitHub.
Attic Inc.’s data scientists and IT researchers dedicate significant time and effort to reviewing, refining, and adapting these emerging technologies to ensure they are applied reliably in real-world business environments.
"For the kingdom of heaven is like a landowner who went out early in the morning to hire workers for his vineyard."
- Matthew 20:1 -


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