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GTOne participates in the 2023 Data Conference |
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23-11-08 |
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GTOne announced that at the 2023 Data Conference held at El Tower in Yangjae-dong on November 7, 203, Executive Director Ho-Kyung Eo of the Consulting Division gave a presentation on the topic of ‘Data Convergence and Integrated Platform’.
GTOne has established an integrated data governance and application governance portal to provide services to customers. It ensures standardization and diverse interoperability through a single data governance platform portal and supports customers’ comprehensive data business utilization.
Regarding the recently emerging AI, GT1 is developing a solution for incorporating AI into its existing data governance and an AI model data process management system that integrates the management and operation of the AI model itself. GTOne is building AI model governance around three major axes: AI variable data management, model metadata management, and model performance management. Data standards, reliability, visibility, access, and distribution of AI models, including products developed by the company into 'MetaCatalog' by combining machine learning (ML) and automation with 'MetaMiner', which was previously serviced by the company. We plan to launch a new intelligent platform with integrated management in March next year.
Executive Director Ho-Kyung Eo said, “Since the emergence of generative AI and big data, the IT industry has been developing a significant number of ML models. Development is important, but it is becoming important to establish an overall management system for how to manage the data elements needed for the developed model and how to measure performance,” he said. “Algorithms collected during the development of AI and ML models, There is a need to manage the environment, indicators, etc. all as one set. In addition, in terms of model performance management, a governance-level approach must be taken to establish a foundation for continuous monitoring to enable decision-making through objective guidelines,” he suggested. |
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