Essays about: "invoice automation"

Showing result 1 - 5 of 8 essays containing the words invoice automation.

1. 1. Machine Learning Algorithms to Predict Cost Account Codes in an ERP System : An Exploratory Case Study

   University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

   Author : Alexander Wirdemo; [2023]
   Keywords : Artificial Intelligence; Machine Learning; ERP; invoice automation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor; Artificiell Intelligens; maskinlärning; ERP; fakturaautomation; RPA; Random forest; Naïve Bayes; k-Nearest Neighbor;

   Abstract : This study aimed to investigate how Machine Learning (ML) algorithms can be used to predict the cost account code to be used when handling invoices in an Enterprise Resource Planning (ERP) system commonly found in the Swedish public sector. This implied testing which one of the tested algorithms that performs the best and what criteria that need to be met in order to perform the best. READ MORE

3. 2. Invoice Line Item Extraction using Machine Learning SaaS Models

   University essay from Uppsala universitet/Datalogi

   Author : Avin Kadir; [2022]
   Keywords : natural language processing; Amazon Textract; invoice data extraction; accounts payable;

   Abstract : Manual invoice processing is a time-consuming and error prone task which has proven to be done more efficiently by introducing automation software that minimizes the need for human input. Amazon Textract is a software as a service provided by Amazon Web Services for that purpose. READ MORE

4. 3. AUTOMATED ACCOUNTING USING MACHINE MACHINE LEARNING

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Meenal Pathak; [2022]
   Keywords : ;

   Abstract : The advancements in machine learning and artificial intelligence have touched all the traditional professions. Accountancy is changing and developing as a result of technology and it’s giving rise to a new domain called Accounting Engineering. READ MORE

5. 4. How to improve the perceived service in the delivery chain of a multinational manufacturing firm

   University essay from Lunds universitet/Produktionsekonomi

   Author : Carl Stjernlöf; Kristian Folkesson; [2021]
   Keywords : service offering; process mapping; customer requirements; delivery chain; Technology and Engineering;

   Abstract : As the world is changing rapidly in many ways, competition is getting increasingly fierce amongst manufacturing firms. As such, it has become more and more important for companies to properly understand the needs of their customers in order to provide enough value to be sufficiently competitive. READ MORE

6. 5. Automated invoice processing with machine learning : Benefits, risks and technical feasibility

   University essay from KTH/Skolan för industriell teknik och management (ITM)

   Author : Niclas Hedberg; [2020]
   Keywords : Automation; decision support; accounting; invoice; machine learning; artificial intelligence; Automatisering; beslutsstöd; bokföring; faktura; maskininlärning; artificiell intelligens;

   Abstract : When an organization receives invoices, accountants specify accounts and cost centers related to the purchases. This thesis investigated automated decision support with machine learning that gives suggestions to the accountant of what accounts and cost centers that can be used for invoices. READ MORE