PatternXClean, Repair and Optimize Your Data with AI
Your Solution for Data De-duplication Headaches
•Are you drowning in duplicate data?
•Wasting hours cleaning up spreadsheets?
•Struggling to merge databases from different systems?
PatternX is your lifeline in the sea of messy data.
We offer advanced data de-duplication services that quickly and accurately identify duplicate entries in your datasets, saving you valuable time and resources.
The Duplicate Data Dilemma: We Get It
In today's data-driven world, you're collecting information from everywhere. But with that comes a massive challenge: duplicate records.
- •Manually searching for duplicates? It's mind-numbing and error-prone.
- •Merging data from multiple sources? It's a recipe for inconsistencies.
- •Trying to create a reliable master list? It's a big challenge without specialized tools.
This is where PatternX steps in. We provide tailored solutions to de-duplicate and link your datasets, no matter how messy or complex.
What PatternX Can Do For You
Single-Source Cleanup
Identify exact and similar records within a single data source
Multi-Source Magic
Link and de-duplicate across two or more data sources
Master List Mastery
Create a golden record and easily check new data against it
We Tackle the Tough Stuff
Real-world data is messy. Traditional approaches fall short.
At PatternX, we've developed advanced techniques using machine learning to handle the challenges:
Typos, misspellings and abbreviations
Manual data entry often leads to errors such as typos, misspellings, and inconsistent abbreviations.
Our advanced algorithms are designed to catch these discrepancies.
| name | ||
|---|---|---|
| John Lewis Anderson | jlanderson@hotmail.com | |
| John L. Anderson | jlandrson@hotmail.com |
Name variations
Names can be written in many different ways from nicknames to formal versions.
Our system is equipped to recognize that "Robert," "Bob," and "Rob" might be the same person.
| name | organization | ||
|---|---|---|---|
| Robert Thompson | LifeLine Medical Group | thompson.b@lifelinemed.com | |
| Bob James Thompson | LifeLine Medical Group | thompson.b@lifelinemed.com |
Inconsistent formatting
Different people and systems format data differently.
We parse and standardize names, addresses and any text to make smart comparisons.
| organization | address | phone | |
|---|---|---|---|
| UCSF Medical Center | 505 Parnassus Avenue, San Francisco, California | (415) 476-1000 | |
| University of California, San Francisco Medical Center | 505 Parnassus Ave., SF, CA | 415-476-1000 | |
| San Francisco Medical Center - University of California | 505 Parnassus, San Francisco | 4154761000 | |
| UC San Francisco Med Center | 505 PARNASSUS, SAN FRANCISCO | +1 415 476 1000 |
Contradictory fields
In some cases, data about the same entry contains contradictory information.
We use smart comparisons to find the most likely matches.
| name | organization | national provider identifier | ||
|---|---|---|---|---|
| Dr. Elena R. Martinez | Evergreen Medical Associates | 12345678 | e.martinez@evergreenmedical.org | |
| Elena R. Martinez | Evergreen Medical Associates | 13579246 | e.martinez@evergreenmedical.org |
PatternX at Work
Explore case studies and projects that demonstrate how PatternX tackles real-world data challenges.