Press Release
April 22, 2022
End-to-End Data Science
Automation for Analysts
Streamline your feature discovery & engineering and machine learning development with dotData.
Drive Predictive Analytics with No-Code Automation
dotData provides a new approach to predictive analysis through AI automation. No SQL or Python coding needed – dotData does not even require visual programming or drawing complex workflows. Just load your data and define your prediction. dotData builds everything you need from data prep to feature engineering and machine learning.
“Feature engineering is powerful and scalable, even across tens of tables with billions of rows.”
Key Features
Automated Feature Discovery
Discover signals in your data
Discover patterns in your enterprise data by searching millions of hypotheses across dozens of tables, thousands of columns, and billions of rows of data.
Go beyond simple intuition
Let the data speak for itself by discovering meaningful patterns free from the bias of human experience.
Leverage your data diversity
Take advantage of your broad data types with support for time-series, transactional, geo-location, and even text data to discover broad multimodal data patterns.
No-Code, End-to-End Automation
Measure ROI from ML in days, not months
Leverage true end-to-end data science automation and develop predictive models automatically to measure ROI in days – not months or years.
Automate the hardest part
Automate all your feature discovery – the hardest, most time-consuming, and most manual part of the ML development process.
Make your analysts “predictive”
Give your analytics team the power of an end-to-end GUI-based no-code platform to turn your analytics team into a predictive analytics powerhouse.
True Insights From Your Data
Predictions with true transparency
Build truly transparent ML-based predictive models by getting a visual understanding of your ML features. Trace data lineage of how features were built with feature blueprints.
Measure feature importance
Not all features in your ML model are alike. Measure feature importance with statistical scores and visualizations to get true quantitative transparency.
Easy MLOps
Model production made simple
Deploy, schedule, and execute end-to-end prediction pipelines from data processing through feature generations and predictions quickly and easily.
Stay on top of model performance
Monitor feature prediction quality and detect drifts and performance degradation through automated alerts that tell you when to act.
Ultimate scalability
Scale production environments as needed by automatically provisioning clusters “on demand” and by executing predictions dynamically and elastically.
Use Case Co-Development
Start with your business
Co-define your most valuable AI use cases to provide measurable business impact with the help of our world-class data science team.
Go beyond just training
Our data science team will work with you as an extension of your team and help you gain hands-on experience solving your own business challenges with AI/ML.
Full AI/ML orchestration
Our data science team will help you operate AI/ML as part of your business workflows. We will help you design the ideal architecture and integrate AI/ML with downstream dashboards and applications.
Why Data Science Automation from dotData?
How sticky.io Recovered $96M Annually With dotData
For payment processor sticky.io, the process of identifying the right day and time to attempt a credit card transaction is critical. The manual “dunning” process as its known was causing them to lose tens of millions per month in declined transactions. See how they turned to dotData’s No Code AI platform and saved $98M per year – in 90 days.
