There is a long list of ML-driven services where customer data consolidation and customer behavior analysis are required to succeed. However, gathering and consolidating customers data across silos can be challenging without a clean logical data model and a 360° approach of customer data consolidation.
At the same time, new regulations require business managers to evaluate their capacity to stay compliant while raw customers data are consolidated in different pipelines to extract high value features and feed machine learning model.
Personal Data Management
The Comfiz platform smart layer manager gives data architects the capacity to design data models optimized for customer information management in the context of machine learning model design.
A data lineage system helps them deal with legal requirements such as GDPR.