Data & Error Detection

Product Testing &
Quality Control

Throughout my career, I've been instrumental in thoroughly testing data tools, products, and online surveys before launch. These products were used by thousands of firm leaders to make vital compensation and financial benchmarking decisions, which left no room for error. I've earned a reputation for finding needle-in-a-haystack errors and producing impeccable, reliable products. Let me help you test and proof your products to make sure they're ready for prime time.

Data Cleaning &
Error Detection

Managing a survey program for many years required painstakingly combing through thousands of metrics and pieces of raw data to find errors, typos, and inconsistencies in participant submissions, system calculations, data programming, Excel formulas, and more. Something as tiny as a comma or a participant's accidental key stroke can make all the difference between vital accuracy and an embarrassing error. Through my years studying compensation, human resources, and financial data, I've developed an eye for detail perfectly suited to help you with your data-cleaning needs.​

CRM/List Management & Data Entry Verification

When it comes to data entry and customer relationship management (CRM), attention to detail and accuracy are crucial. Errors in customer orders or duplicates and mistakes in your lists can cost you money, time, and important leads. Whether you need help verifying data entry and customer orders, or you need assistance managing your CRM system, I bring years of experience cleaning marketing lists, tracking hundreds of leads, and accurately managing CRMs with thousands of customers, survey participants, and potential buyers. 

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