dotData Stream is a containerized AI engine that provides real-time prediction capabilities. As soon as you build a model using dotData Enterprise or dotData Feature Factory, you can deploy the model as a prediction micro-service with a single Docker command.
Product Features
Deploy AI/ML models in the most challenging real-time applications where millisecond predictions can make the difference between success and failure.
Real-Time Intelligence
Enable real-time AI applications to evolve your business with millisecond predictions.
MLOps Friendly
Deploy containerized AI onto leading cloud MLOps platforms such as Amazon SageMaker.
Edge Ready
Deliver AI on IoT Edge servers with a minimum resource footprint.
Use Cases
How sticky.io Recovered $8M Per Month Using No-Code Automated Feature Engineering
dotData's AI Platform
Maximize Data Utilization through Feature Discovery
dotData leverages automated feature engineering to build models using machine learning, enhancing data by accumulating feature values as assets and extracting valuable insights, enabling businesses to become more data-driven. Our platform satisfies a wide range of needs, including business transformation, and support the effective use of data and AI to drive innovation and growth.
dotData Feature Factory
Boosting ML Accuracy through Feature Discovery
dotData Feature Factory provides data scientists to develop curated features by turning data processing know-how into reusable assets. It enables the discovery of hidden patterns in data through algorithms within a feature space built around data, improving the speed and efficiency of feature discovery while enhancing reusability, reproducibility, collaboration among experts, and the quality and transparency of the process. dotData Feature Factory strengthens all data applications, including machine learning model predictions, data visualization through business intelligence (BI), and marketing automation.
dotData Insight is an innovative data analysis platform designed for business teams to identify high-value hyper-targeted data segments with ease. It provides dotData's hidden patterns through an intuitive, approachable interface. Through the powerful combination of AI-driven data analysis and GenAI, Insight discovers actionable business drivers that impact your most critical key performance indicators (KPIs). This convergence allows business teams to intuitively understand data insights, develop new business ideas, and more effectively plan and execute strategies.
dotData Enterprise
No-Code Automated Feature Engineering and ML
dotData Enterprise is an AI platform that enables data analysis teams to develop predictive AI models without coding. Through automated feature engineering and machine learning (AutoML), dotData Enterprise provides a one-stop solution for AI development—from extracting features from business data to building predictive models using machine learning—without requiring specialized knowledge or coding skills. With dotData Enterprise, predictive analytics projects can be completed in days rather than months, allowing businesses to quickly harness the power of AI and gain valuable future predictions and insights from their data.
dotData Ops
Self-Service Deployment of Data and Prediction Pipelines
dotData Ops offers analytics teams a self-service platform to deploy data, features, and prediction pipelines directly into real business operations. By testing and quickly validating the business value of data analytics within your workflows, you build trust with decision-makers and accelerate investment decisions for production deployment. dotData’s automated feature engineering transforms MLOps by validating business value, diagnosing feature drift, and enhancing prediction accuracy.
dotData Cloud
Eliminate Infrastructure Hassles with Fully Managed SaaS
dotData Cloud delivers each of dotData’s AI platforms as a fully managed SaaS solution, eliminating the need for businesses to build and maintain a large-scale data analysis infrastructure. This minimizes Total Cost of Ownership (TCO) and allows organizations to focus on critical issues while quickly experimenting with AI development. dotData Cloud’s architecture, certified as an AWS "Competency Partner," ensures top-tier technology standards and uses a single-tenant model for enhanced data security.
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