Bill.com

The accuracy improvement for this front-and-center Bill.com feature really improved our end-user experience. iMerit proved to us that an annotation vendor can truly become a major business ally.

– Eitan Anzenberg, Chief Data Scientist,
Improved Field-Extraction Accuracy

Problem

Bill.com’s field-extraction algorithm performed with sub-optimal accuracy, resulting in users manually correcting them.

Solution

Create a new training dataset using iMerit-annotated high-error user documents with normal documents.

Results

Users spent significantly less time correcting the algorithm’s outputs due to the 5% accuracy increase.

BOTTOM LINE IMPACT

+5%

Field-extraction accuracy

1TB

Of data annotated

Improved

User experience