AI-based Analysis of Anonymized Data
Truata Pioneer for AI is a highly innovative flexible, privacy preserving solution for data science. By anonymizing your customer data using the Truata Anonymization Service, and leveraging this solution, you can easily build supervised Machine Learning (ML) models on your entire customer data universe, unconsented as well as consented data, while preserving privacy in the underlying data. This delivers more accurate ,less biased models leading to better decisions and greater return on investment.
Truata Pioneer for AI is a web-based application which allows Data Scientists & Data Analysts to configure, train, test and evaluate models. Using an interactive and intuitive step by step process, the user has access to all the typical features of an ML workflow such as data preparation, data pre-processing, feature engineering, data quality analysis, statistical analysis & distributions, data relevance & correlation, algorithm selection & hyperparameter configuration and much more.
It creates a separation of data and user experience which provides the user with the tools they need to create effective models, without ever exposing the underlying data to the user.
The ML workflows are easily extensible to accommodate additional steps for custom data pre-processing and feature engineering to suit specific data requirements. Truata Pioneer for AI is the only application for AI-powered analytics for truly anonymized data, ensuring that data privacy is maintained, while allowing you to unlock the insights in your data.
- Empowers Data Experts - A web-based application that empowers data scientists and analysts to rapidly build, train and evaluate Machine Learning models for a range of classification and regression-based prediction scenarios
- Guided Analytics - Leverages the concept of guided analytics - a no-code, consistent and systematic approach to data science which gives users full control to fine tune ML processes to suit their use cases
- Privacy by Design - Creates a separation of data and user experience which provides the user with the tools they need to create effective models, without ever exposing the underlying data to the user
- Full Data Universe - Using anonymized data allows users to create models against their full data universes, creating far more accurate models, and better return on investment, compared to tools using consented data only
- Big Data - Purpose built for big data environments allowing for Machine Learning models to be created across the largest data repositories
- Extensible Solution - Truata Pioneer for AI is a workflow-based solution which allows for customizations and extensions to be quickly and easily created and deployed to suit specific customer needs
Truata Pioneer for AI supports an extensive range of industry use cases including:
|Customer Retention / Churn||Sentiment Analysis||Next Best Actions||Shopping Cart Abandonment|
|Lifetime Value Forecasting||Marketing Personalization||Recommendation Engines||Product Pricing Strategies|
|Seasonal Business Forecasts||Sales Performance Analysis||Sales Funnel Optimization||Operations and Logistics Optimization|
Additional information about the Truata Anonymization Service.