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We're Inventing Technology that Solves Chronic Customer Data Challenges


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Stable ID

Patent No. 10,503,696

Maintaining cluster stability over time, so Amperity can reliably serve as your consistent customer ID.


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Generating Training Data

Patent No. 10,509,809

Optimized method for sampling and labeling records, with a variety of positive effects.


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Multiple Databases

Patent No. 10,599,395

Parameterizing probabilistic clustering to allow for multiple databases.


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Transitive Stitching & Fusion

Patent No. 10,853,033

Two methods for combining and merging customer data sources, where n>2.

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Clustering of Data Records with Hierarchical Cluster IDs

Patent No. 10,922,337

Clusterings at multiple confidence levels to enable downstream applications with varying precision/recall trade-off needs.

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Cluster Conflict Resolution

U.S. Patent No.: 11,003,643

Our identity matching system is not just to detect pairs of records associated with the same identity, but rather to produce coherent identity clusters.

Pending Patents

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Version Control of Configuration Tree

Enables Amperity to track, analyze and, if necessary, revert changes in data with a single button click.

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Validating and Merging Configuration Tables

Allows for rapid cloning and experimentation without impacting the production tenant.

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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.

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Predict Customer Lifetime Value with Unified Customer Data

A special modeling approach that leverages this richer source of customer data to improve predictive accuracy.

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