In order to truly enable the AI driven enterprise, AI must be a tool not only for “AI superheroes” but also for “citizens”. dotData eliminates all the complexities by automating full-cycle of AI development. With dotData’s AutoML 2.0, you can enable 10x more citizens to conduct AI projects and deliver AI scalability and sustainability.
Citizen Data Scientists Transform Enterprise Data Science
AutoML 2.0 for Citizen Data Scientists
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. Simply load your data via drag & drop and assign what you want to predict. dotData automates the entire AI development process from raw business data through data & feature engineering to machine learning.
Predictive Analysis in Days
The enterprise needs faster and more automated decision-making based on future predictions. dotData enables BI & business analysts to conduct predictive analysis in days, not months. Using seamless integration with BI platforms, you can enhance your dashboard reporting with more predictive and prescriptive actionable insights.
Expand In-house AI with AI-derived Deeper Insights
Leverage the expertise that exists in your enterprise by empowering them with dotData’s AI automation. dotData enables the enterprise to expand its in-house AI capability rather than relying on outsourcing to develop critical AI applications. Transform your business with deeper insights discovered using dotData’s AI-powered feature engineering.
According to 2019 research by IDC, “skill shortages” is the biggest reason for AI project failures. How do you solve the skills challenge in data science? Download our complimentary white paper: Got Enough Data Scientists? and learn how AutoML 2.0 solutions can empower an entire new class of data science contributors.
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.
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.