The Feature Discovery Platform

Discover and test thousands of possible features automatically using dotData’s award-winning Feature Factory engine to improve your ML models, derive unbiased insights, and deploy fully-transparent feature pipelines.

Feature Explainability & Traceability

Build features that are easily explained and that provide in-depth visualizations back to source data.

Automatic Transactional Aggregation

dotData automatically aggregates and combines data across transactional information.

Time-Series on Steroids 

Automatically aggregate data across different time resolutions without human intervention.

Automatic Leakage Detection

Automatic detection of leaky features saves you time and frustration.

Large Data Dimensionality

dotData can process data that is both diverse as well as varied in nature to build richer, more insightful features.

Cleanse Your Data, Automatically

Automatically cleanse and prep your data for AI and ML algorithms before feature engineering even takes place.

Iterate Features In Record Time

Leverage automatic statistical data on each feature to analyze & evaluate features and iterate quickly and easily.

Support Broad Data Types

Explore and discover multimodal patterns by wrangling and combining relational, transactional, temporal, geo-locational, and text data, automatically.

Millions of Rows, Dozens of Tables

Discover and evaluate features across millions of rows, dozens of tables and thousands of columns - automatically.

Trusted by global brands

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