Coupa Software Inc.

Fang-Kuey Chang

Kiran Ratnapu

Maggie Mae Joy

Ankit Narang

Prasanna Kumar

Mikin Faldu

Shoan Jain

Angela Welchel

Dipeshkumar Vasantbhai Prajapati

Ketan Vasantkumar Darji

Rucha Apte

Daniel Benson

Raghunandan Somaraju

Systems and methods for improving a computing system comparing past post-approved transaction records to past pre-approved transaction records are described herein. In an embodiment, a server stores a first plurality of digital electronic records identifying a plurality of past post-approved transactions by a first entity and a second plurality of digital electronic records for the first entity identifying a plurality of past pre-approved transactions by the first entity. The server uses a first machine learning system to determine that a subset of the first plurality of digital electronic records which identify a subset of the plurality of past post-approved transactions correspond to one or more pre-identified categories and a second machine learning system to match one or more particular digital electronic records of the subset of the first plurality of digital electronic records with one or more records of the second plurality of digital electronic records.

Matching past post-approved transactions with past pre-approved transactions using machine learning systems

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Mountain View, CA, United States of America

Fang-Kuey Chang