Global Technology Leader Deploys dotData’s Full-Cycle Data Science Automation Platform to Accelerate Its AI Development
dotData, the first and only company focused on delivering full-cycle data science automation and operationalization for the enterprise, announced that global technology leader Seiko Epson Corporation (“Epson”) has selected dotData to accelerate and democratize data science across its organization.
Epson is a global technology leader and innovator across multiple categories including communications, wearables, and robotics. The organization deployed dotData Enterprise to accelerate and democratize its AI development as a part of its AI and Analytics Platform strategy.
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“Epson has been developing an AI and data analytics platform to leverage the massive amounts of data we have, but it is still a challenge to fully and effectively extract business value and improve the quality of work by utilizing AI and data,” said Mr. Kazunori Takahashi, General Manager of Information Technology Promotion Department, Seiko Epson Corporation. “We have high expectations for dotData as a platform that will enable every business department and individual, across the entire value chain from design to manufacturing to sales, to leverage their data for important business insights through automated data science processes without relying on data science experts. This will enable us to accelerate and democratize our AI developments and realize rapid value creation.”
dotData is the only platform that combines AI-powered feature engineering and AutoML to automate the full life-cycle of the data science process, from source data through feature engineering to implementation of machine learning in production. dotData’s AI-powered feature engineering automatically applies data transformation, cleansing, normalization, aggregation, and combination and transforms hundreds of tables with complex relationships and billions of rows into a single feature table, automating the most manual data science projects.
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“The dotData full-cycle automation platform will enable Epson to accelerate and democratize its data science initiatives so that its data science team can focus on developing high-quality models that drive high business impact across the organization,” said Ryohei Fujimaki, Ph.D., CEO, and founder of dotData. “Our platform will drastically reduce the amount of time it takes Epson to derive insights from its data, creating value in days instead of months. We are pleased to be partnering with the Epson team to help them drive deeper business insights, and look forward to working closely with the team to expand the dotData platform to additional use cases.”
dotData democratizes data science by enabling existing resources to perform data science tasks, making enterprise data science scalable and sustainable. dotData also operationalizes data science by producing both feature and ML scoring pipelines in production, which IT teams can then immediately integrate with business workflow. This further automates the time-consuming and arduous process of maintaining the deployed pipeline to ensure repeatability as data changes over time. With the dotData GUI, the data science task becomes a five-minute operation, requiring neither significant data science experience nor SQL/Python/R coding.
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Epson’s collaboration with dotData to accelerate its AI development and democratize data science is a remarkable step forward in utilizing advanced technology to improve business insights across all departments. The automation of data science processes enables Epson to quickly derive actionable insights from vast data sets, reducing the time taken to generate value from months to mere days.
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