dotData

dotData is a feature discovery platform that uses AI to find the signals behind a company's key metrics. It searches across many tables, columns and data types, and is aimed at analytics and data science teams.

Services

• Feature discovery and engineering: finding patterns across relational data, including text, time and location data.
• Feature quality and selection: testing features for temporal leakage, collinearity and overfitting.
• Feature transparency: explaining features through statistical measures and importance scores.
• Automatic data cleansing: value standardisation, outlier detection and filling of missing values.
• Generative AI hypotheses: using GenAI to suggest hypotheses that can then be tested.

Who it works with

Enterprises that want to use their data for analytics, AI and machine learning, and analytics teams that want to move beyond hypothesis-led work.

Key facts

• Use cases: fraud, default, churn, yield losses and sales forecasts
• Industries: lending, financial services and manufacturing