Patented Technology that Solves Chronic Customer Data Challenges
Patent No. 10,503,696
Maintaining cluster stability over time, so Amperity can reliably serve as your consistent customer ID.
Generating Training Data
Patent No. 10,509,809
Optimized method for sampling and labeling records, with a variety of positive effects.
Patent No. 10,599,395
Parameterizing probabilistic clustering to allow for multiple databases.
Transitive Stitching & Fusion
Patent No. 10,853,033
Two methods for combining and merging customer data sources, where n>2.
Allowing for consistency of results across a series of thresholds selected by an ordinal classifier.
Cluster Conflict Management
Differentiating sparse data from conflicting data to improve clustering results.
Version Control of Configuration Tree
Enables Amperity to track, analyze and, if necessary, revert changes in data with a single button click.
Validating and Merging Configuration Tables
Allows for rapid cloning and experimentation without impacting the production tenant.
Proper Handling of Supersized Clusters
A graph theory-based algorithm partitions large clusters, enabling high quality identity resolution results even in the presence of low quality data.
Predict Customer Lifetime Value with Unified Customer Data
A special modeling approach that leverages this richer source of customer data to improve predictive accuracy.