Smart Match is a highly configurable matching platform that enables companies to:
Smart Match combines sophisticated algorithms and machine learning with an easy-to-use interface to achieve 97-98% accuracy, precision, recall and F1 scores. To the data scientist, these scores are extremely difficult to achieve. To the business, this translates to maximum matches with minimized false positives.
Below is a summary of some of the key features and corresponding benefits:
|Flexible data input templates||Consume, normalize and cleanse input data in almost any format|
|Configurable playbook settings|
|Match millions of records leveraging the power of data science and computing power, to calculate trillions of atomic operations in hours – something impossible only a few years ago|
|Efficiently manage corner cases to ensure the highest possible match coverage|
|Quickly validate and confirm proposed matches (and to continually improve the “learning” of the machine)|
|Integration with 3rd party and GPS data||Increased accuracy and precision|
|Set up scheduled, repeatable processes (from import to processing… to cleansed, finalized output)|
Smart Match is leveraged by ProfitOptics clients as either software as a service (SAS) or a service (where the ProfitOptics team manages the entire process). Our address matching and deduplication solution can be implemented as a standalone tool or can be integrated with the client’s application via an API.
The exception management interface allows the user to quickly isolate outliers for approval or rejection leveraging a variety of sorts and filters.
Rules are managed through the Playbook page. Rules can be optimized to achieve both the greatest match possibility, with the highest accuracy.