Over the past 10 years, the world of Automated Machine Learning (AutoML) has grown rapidly. However, traditional AutoML platform automates a limited piece of AI/ML workflow. dotData is the first and only platform that automates the entire enterprise data science workflow from raw data through feature engineering to machine learning and helps deriving value from your projects in days, not months.
dotData AutoML 2.0 for true AI & ML automation
Automate 100% of Your Workflow
dotData is the world’s first and only Full-Cycle Data Science Automation Platform. It helps you automated your entire Enterprise AI and Machine Learning workflow. Unlike traditional AutoML platforms, dotData automates the heavy lifting associated with the time-consuming and painstaking data wrangling and feature engineering parts of your AI process, accelerating your projects to days instead of months.
Respected by Industry Experts
dotData was named a leader by Forrester in its 2019 New Wave report for AutoML solutions. The reasons speak for themselves. Forrester remarked that dotData was “AutoML’s best-kept secret.” and that it had the “unique ability to automatically generate new, transparent features across many data sets.”
Award Winning Technology
With dotData, you benefit from an award-winning platform. The 2019 AI Breakthrough Awards gave dotData the distinction for the “best machine learning platform” for 2019. dotData is also one of the featured winners for 2019 along with companies like NetApp, Lenovo, IBM, Liveperson and Cobalt, to name a few.
Valued by Fortune 250 Customers
dotData is powering the Enterprise AI and machine learning projects for Fortune 250 organizations like EPSON, Japan Airlines, SMBC, MS&AD, and many more. Our clients rely on dotData to accelerate their data science practice and to get more value, faster. One of our clients was able to use dotData to reduce their development times from 5 months to as little as 3 days.
Start From Small, Scale As You Need
dotData’s pricing model is based on computation power that you need and that’s why you can start dotData from small investment and scale as your AI/ML practice grows. dotData does not change based on how many users are on the platform to truly democratize enterprise AI and put AI/ML in the hands of all.
AutoML 2.0: Data Science Automation Accelerates Your Business
Scaling a data science practice is challenging, time-consuming, and expensive. With Automated Data Science, you can empower data analysts, software engineers, and BI professionals to build and benefit from predictive models. Through Data Science Automation, you can embed models into applications seamlessly, while freeing up the time of your data science team to be more productive.
BI & Data Analysts
Unlike traditional AutoML systems that require users with in-depth knowledge of data wrangling and constructing feature tables, dotData automates 100% of the data science process. With dotData and minimal training, your BI team and data analysts can quickly learn to contribute to your ML and Enterprise AI initiatives, freeing precious resources and accelerating time to market for your AI & ML initiatives.
Data scientists spend 80% of their time in wrangling with data and constructing complex feature tables. By automating the entire workflow, you can liberate your data science team from the mundane tasks associated with data science and give them the power to provide tangible value to your business in a scalable, seamless manner that is not possible with hand-coded approaches or traditional AutoML platforms.
IT & Software
Integrating your AI and Machine Learning models into production environments is a crucial step in deriving value from your Enterprise AI projects. dotData gives your IT and engineering teams a seamless API-based integration model that enables Continuous Deployment and makes deploying and maintaining models fast and straightforward.
Executives and Line of Business
Giving executives and line of business leaders insights into the Machine Learning and Enterprise AI process provides the transparency and line of sight needed to keep projects moving and provide discernible ROI and value for the organization.