dotData Honored for Achievements in Accelerating Innovation in Data Science Automation
SAN MATEO, Calif., March 3, 2020 – dotData, focused on delivering full-cycle data science automation and operationalization for the enterprise, today announced that CB Insights has named dotData to the fourth annual AI 100 ranking, showcasing the 100 most promising private artificial intelligence companies in the world. “It’s been remarkable to see the success of the companies named to the Artificial Intelligence 100 over the last four years. The 2019 AI 100 saw 48 companies go on to raise $4.9B of additional financing and nine got acquired,” said CB Insights CEO Anand Sanwal. “It has been gratifying to see that CB Insights’ data-driven approach to identifying the top AI companies using patents, customer traction, investor quality, market sizing and more has become so effective at picking the AI winners of tomorrow. We look forward to seeing what the 2020 AI 100 companies will accomplish over the course of this year and beyond.”
In addition to disrupting core sectors including healthcare, retail, and finance, the 2020 AI 100 companies are revamping the broader enterprise tech stack. These companies span the globe, from the US, UK, China, Chile, and South Africa, and are supported by more than 600 investors. “We are proud to be recognized in the industry as one of the top innovation leaders in AI and data science,” said Ryohei Fujimaki, Ph.D., CEO and founder of dotData. “Our data science automation platform helps users accelerate data science and execute more business initiatives while maintaining their current investments and resources. This frees businesses to focus on the results of their AI and machine learning applications, rather than the implementation. With dotData, teams can deliver ten times more projects and augment business insights to drive more business value from their AI and ML initiatives.”
Through an evidence-based approach, the CB Insights research team selected the AI 100 from nearly 5,000 companies based on several factors including patent activity, investor quality, news sentiment analysis, proprietary Mosaic scores, market potential, partnerships, competitive landscape, team strength, and tech novelty. The Mosaic Score, based on CB Insights’ algorithm, measures the overall health and growth potential of private companies to help predict a company’s momentum.
dotData provides solutions designed to improve the productivity of data science projects, which traditionally require extensive manual effort from valuable and skilled resources, by automating the full life-cycle of the data science process, from business raw data through feature engineering to implementation of ML in production utilizing its proprietary AI technologies. 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.
dotData democratizes data science by enabling existing resources to perform data science tasks, making enterprise data science scalable and sustainable. dotData automates up to 100 percent of the data science workflow, enabling users to connect directly to their enterprise data sources to discover and evaluate millions of features from complex table structures and huge data sets with minimal user input. dotData is also designed to operationalize data science by producing both feature and ML scoring pipelines in production, which IT teams can then immediately integrate with business workflow. This can further automate 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.
For more information or a demo of dotData’s AI-powered full-cycle data science automation platform, please visit dotData.com.
About CB Insights
CB Insights helps the world’s leading companies accelerate their digital strategy and transformation efforts with data, not opinion. Our Emerging Tech Insights Platform provides companies with actionable insights and tools to discover and manage their response to emerging technology and startups. To learn more, please visit www.cbinsights.com.
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About dotData
dotData's pioneering automated feature discovery and engineering platform addresses the most complex challenge of AI/ML projects. Our Feature Factory technology uncovers hidden gems, providing transparent, explainable features by connecting the dots within large-scale data sets in hours, eliminating human bias. It allows data scientists to explore up to 100X more features, including those yet to be imagined, and augments AI/ML projects in an agile manner, delivering business value faster. In an era of rapid change, insights discovered through AI can be a game-changer for business growth and innovation across industries. The power of dotData’s platform to provide game-changing insights is why Fortune 500 organizations worldwide trust dotData.
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