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
Say Goodbye to Guesswork and Hello to Data-Driven Decisions
Are you struggling to make sense of your data? use dotData to identify patterns, uncovers hidden insights, and predicts outcomes for your most important metrics.
Data Science For Everyone
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Common Use Cases
Marketing
- Find optimal audience segments
- Personalize marketing campaigns
- Make content recommendations
Sales
- Smart Lead Scoring
- Recommend next action
- Find ideal prospect segments
Operations
- Save on inventory costs
- Supply Chain Optimization
Manufacturing
- Predictive Maintenance
- Quality Assurance / Control
- Yield Management
Finance
- Predict default risk
- Fraud detection
- Prevent payment failure
Customer Success
- Churn Prediction
- Identify upsell opportunities