Press Release
September 14, 2021
AI-Driven Intelligent Decisions at Scale
Automated Feature Engineering for Enterprise Machine Learning
“Feature engineering is powerful and scalable, even across tens of tables with billions of rows.”
Automation-Focused Machine Learning (AutoML) Solutions, Q2 2019
Challenges of the Journey to AI
Start Your AI Journey
Getting started with AI requires knowing what drives success. Learn what you need to get started, and how AI automation can help.
Exploring AI
Exploring the power of AI means facing challenges – like finding the right talent, working with data, and defining clear business goals. See how AI automation helps.
Drive to AI Value
80% of AI projects fail and are never implemented. Learn how you can address this challenge with AI automation and deploy AI models in production – delivering true business impact.
AI at Scale
Build AI at scale and make it an integral part of your business process and culture. See how automation democratizes AI and drives unlimited value.
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Democratize and accelerate enterprise data science
ENTERPRISE DATA
Ingest enterprise relational data (numeric, categorical, transaction, time-series, geo-location, text, etc.)
Automatically pre-process your data (schema mapping, value cleansing, record filtering, outlier, record duplication, etc.)
Engineering
Automatically discover, evaluate, select features with transparent feature explanations and blue-prints
Augment your own features with AI-derived features for more powerful, more accurate models
Automatically optimize and validate your ML model based on industry-leading algorithms (XGBoost, LightGBM, TensorFlow, PyTorch, etc.)
Dashboard
Empower your BI team to build predictive dashboards and democratize enterprise AI
API
Deploy models with a single command and run predictions anywhere in containerized form
Deploy and run predictions at scale for your most valuable use-cases
Our Products
All of dotData’s products leverage the power of Automated Feature Engineering (AutoFE) to provide the ideal AI development experience based on your company size, your team size, and where your organization is on the journey to maximizing its AI investment.
DOTDATA ENTERPRISE FOR BI & ANALYTICS
dotData Enterprise is an enterprise-grade AI automation platform. It streamlines Automated Feature Engineering and Automated Machine Learning technologies and offers no-code end-to-end AI automation. BI & Analytics teams can leverage dotData Enterprise to build predictive models in days to make dashboards more actionable.
DOTDATA PY FOR DATA SCIENCE TEAMS
Build greater models by leveraging the power of AutoFE integrated directly into your Python-based ML workflow on your Notebook. Explore 100x more features and augment your existing features with AI features. Data science teams can unlock the maximum power of data with AutoFE.
DOTDATA STREAM FOR REAL-TIME PREDICTIONS
Enable streaming predictions for real-time decision-making through dotData Streams’ containerized AI engine. Deploy your AI/ML models instantly as a prediction microservice through a single command. dotData Stream is environment agnostic and is deployable on-premises, in the cloud or even in your IoT infrastructure.
DOTDATA CLOUD
dotData Cloud is a fully hosted version of dotData Enterprise giving you everything you need to get started with AI. dotData Cloud’s architecture was certified as AWS Competency – the highest AWS technology partnership. The single-tenant deployment protects your data and lets you focus on solving your most important problems using the power of AI – instead of worrying about building AI infrastructure.
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