Enterprise Data Quality Management Solution

DQMiner helps increasing organizations competitive advantage by evaluating and managing data quality, preventing poor data quality problems and improving better decision making.


Data is the most valuable asset for companies. DQMiner is an enterprise data quality management solution that provides automatic data profiling, data auditing, data rule management, data quality analysis, and data quality reporting. DQMiner also supports customer to implement regular data quality monitoring system to accomplish data quality goal by offering unique data quality management methodology.

Enterprise Data Quality Management Solution

Key Features

DQMiner's Key Features
Web Portal It allows users to share the result of data quality diagnosis and data quality management process through web environment.
Data quality management It designs detail scenarios of data quality management activities and manages scheduled execution of them.
Data profiling It supports statistic analysis of basic data value and structure. It provides profiling information on column, date, pattern, referential integrity and code and so on.
Business rule management It manages business staffs knowledge as data check rules (business rule) and checks data violate the rules.
Multi-dimension analysis It supports multi-dimensional analysis among heterogeneous databases. It also verifies data comparison between source and target and analyzes quality index trend.
Root cause tracking of error data It traces source code which would be the root cause of error data (integrating with ChangeMiner is required)
Data cleansing It supports continuous quality improvement by analyzing root cause of error data and checking result of improvement activities.
Report It generates various reports about quality measurement (error data list) and improvement.


DQMiner's Benefits
Risk management DQMiner reduces risks caused by poor data quality and increases companys competitiveness. It also maximizes customer satisfaction by maintaining data integrity through continuous monitoring system.
Time-to-market Decision makers can make decisions precisely by utilizing high quality data. Business users can respond to rapidly changing environment through faster business process.
Cost reduction DQMiner reduces management cost and increases efficiency of enterprise data quality management with clear responsibility/rights about data and procedure guideline.


DQMiner's Differentiators
Data quality management methodology DQMiner is a data quality management solution that has proven data quality management methodology (Sigma+4 DQM) and provides best practices form various project experiences.
Root cause tracking DQMiner reduces time for checking and removing root cause of error data, programs, by integrating with ChangeMiner. It provides information on source code line of programs which input wrong data to database.
Proven solution DQMiner is proven by many customers implemented large volume of data quality projects. It has been selected as an official tool for government organizations database quality evaluation by Korea Database Promotion Center.
Flexibility DQMiner supports quality management for variety of DBMS like Oracle, DB2, MS-SQL server, Sybase and so on.


  • Kookmin Bank
  • Woori Finance Holdings
  • Kyobo Life Insurance
  • Gwangju Bank
  • Standard Chartered Bank
  • Samsung Card
  • Industrial Bank of Korea
  • Prudential Life Insurance
  • Samsung Securities
  • Citi Bank
  • MetLife Insurance
  • Mirae Asset Life Insurance
  • ACE Insured
  • MG Community Credit Cooperatives
  • Samsung Life Insurance
  • SK Planet
  • Samsung SDS
  • Samsung Medical Center
  • Lotte Card
  • Kyongnam Bank
  • Korea Smart Card
  • ebay
  • Korea Database Agency
  • Ministry of Knowledge Economy
  • Korea Credit Guarantee Fund
  • Korea Trade Insurance Corporation
  • Ministry of Land, Infrastructure and Transport
  • National Pension Service
  • National Archives Of Korea
  • Seoul Metropolitan Office Of Education
  • Korea Employment Information Service
  • Korea Institute Of Science And Technology Information
  • National Information Society Agency
  • Ministry Of The Interior
  • Public Procurement Service
  • Korean Intellectual Property Office
  • Korea Education And Research Information Service
  • Korea Veterans Health Service
  • Ministry of Science and Technology
  • Korea Workers Compensation & Welfare Service
  • Korea Basic Science Institute
  • Social Security Information Service
  • Korean Film Council
  • CEC
  • Sumitomo Rubber Industries
  • SK Telecom
  • LG Electronics
  • Samsung SDI
  • Samsung Total
  • Samsung Electro-Mechanics
  • Hyundai Motor Group
  • Samsung BioLogics
  • etc...