Data Market
Data workflow, is DTS the most efficient way? (11/27)
Table of Contents
Introduction
An accident occurred in which Microsoft AI developers exposed about 38TB of data, including various internal secrets, secret keys, passwords, and internal conversations. Data security has emerged as a major issue, centering on companies that want to introduce AI and companies that want to supply AI.
Between March 2023 and February 2024, data breach costs at major companies worldwide increased by 10% year-on-year to nearly $4.88 million. This was the biggest increase since the COVID-19 pandemic and has paid off, with security AI and automation down to an average of $2.2 million.
Today’s organizations are expanding rapidly, and as a result, their data workflows are becoming more complex. Data workflows work across a variety of systems and stakeholders, making managing these complexities an increasingly challenging task while ensuring data security.
The Importance of Data Security
Data security is an important determinant of an organization’s survival and success. Maintaining security is especially important as data moves through various systems and stakeholders. Data leakage or corruption can have serious consequences, which can damage the trust and property of an organization.
Role of DTS
DTS Simplifies Data Workflow
CUBIG's DTS(Data Transform System) is a private synthetic data generation solution that can play an important role in managing this complexity. DTS can generate synthetic data that maintains 99% of the performance of the original data locally without the need to transfer the original data to an external server. By creating data in a secure and reliable form, data can be shared between departments and affiliates without being bound by legal regulations or corporate regulations, simplifying data workflows while ensuring data security. It is an innovative solution that can simplify the flow of data and reduce errors.
Conclusion
DTS is a very necessary solution for AI learning as it can generate the amount of high-performance private synthetic data required in various industries. This simplifies data workflows, enabling companies to achieve faster project schedules and higher efficiency. In addition, if you want to run an efficient process in a company, it is recommended to visit CUBIG’s website to see other synthetic data solutions.