Struggling with the lack of skilled data scientists? How can you still deliver on AI and machine learning projects? dotData completely automates AI development for BI and Business Analysts. dotData’s AutoML 2.0 truly democratizes enterprise AI and helps you to accelerate digital transformation and establish a data & AI-driven culture.
Empower BI & Business Analysts with AI Automation
No Coding, No Visual Programming
dotData provides a completely new way of AI development. You need zero coding. No SQL, No Python. dotData does not even require visual programming and drawing a complex workflow. Just load your data via drag & drop and tell what you want to predict. dotData automates the entire AI development process from raw business data through data & feature engineering to machine learning.
dotData Prepares ML-Ready Data
Data preparation and feature engineering are by far the most complicated and time-consuming task. Unlike other Automated Machine Learning (AutoML) platforms which ask you to prepare a ML-ready feature table, dotData’s award-winning AI technology automatically identifies key relationships among complex relational tables, generates feature hypotheses, and makes your data ready for ML.
Free White Paper
Over 80% of data science projects never leave the lab. One of the key reasons is that there simply aren’t enough data scientists. Read our complimentary white paper: How to stop data science projects from failing, and see how you can leverage AutoML 2.0 to empower your BI team and Business Analysts today.
AI Discovers Deeper Insights
The heart of enterprise data science is to discover business insights from the data. Unlike the traditional manual process that limits you to explore only hypotheses that you have known, AutoML 2.0 leverages AI technologies to automatically discover deeper insights and the “unknown unknowns” to augment your business insights.
Predictive Analysis in Days
Enterprise needs faster and more automated decision making based on future prediction. dotData enables BI & business analysts to conduct predictive analysis in days, not months. Using seamless integration with BI platforms, you can enhance your dashboard and reporting with more predictive and prescriptive actionable insights.
dotData makes your AI transparent and explainable. In addition to various model visualizations, dotData automatically produces a “human-readable” explanation of each feature as well as a feature “blueprint” that visually outlines the detailed feature generation logic. With dotData, you can answer “why” to the AI-made decisions.
The Right Product for the Right User
Start by selecting the product you need, based on your environment, your use-case and your need to “get dirty” with the details of your data science workflow.
AutoML 2.0 & Data Science Automation
Leverage a full GUI experience to automate as much of your data science workflow as necessary. Empower citizen data scientists and data scientists alike.
Put Data to Science to Work for Your Business
Artificial Intelligence and Machine Learning can provide immense benefits to businesses across many industries. dotData’s AI-powered solutions can help you maximize your return on investment on your AI and Machine Learning dollars by automating the hardest, most time-consuming parts of the data science process.
dotData uses AI to perform in hours what traditionally requires months of iterative manual efforts. Deliver 10x more AI projects with dotData!
Provide citizen-data scientists with an easy-to-use, automated platform that helps turn BI & Business Analysts into Data Scientists.
Augmentation & Discovery
Discover the “unknown unknowns” that you would have never considered and deliver deeper business insights to transform your business.
Automate the deployment and maintenance of ML and AI models in production environments. dotData’s platform helps you keep your ML models up to date as your production data changes.