Feature management is essential for many online machine learning applications.
FeatInsight is a system that supports the entire feature lifecycle, including design, storage, computation, verification, and lineage management.
FeatInsight has been deployed in over 100 real-world scenarios on 4Paradigm's Sage Studio platform, handling a large feature space and enabling rapid updates.
FeatInsight enhances feature design efficiency and improves feature computation performance.