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You're reading from  Managing Data Integrity for Finance

Product typeBook
Published inJan 2024
PublisherPackt
ISBN-139781837630141
Edition1st Edition
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Author (1)
Jane Sarah Lat
Jane Sarah Lat
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Jane Sarah Lat

Jane Sarah Lat is a finance consultant with over 14 years of experience in financial management and analysis for multiple blue-chip multinational organizations. In addition to being a Certified Management Accountant (CMA U.S.) and having a Graduate Diploma in Chartered Accounting (GradDipCA), she also holds various technical certifications, including Microsoft Certified Data Analyst Associate and Advanced Proficiency in KNIME Analytics Platform. Over the past few years, she has been sharing her experience and expertise at international conferences to discuss practical strategies on finance, data analysis, and management accounting. She is also president of the Institute of Management Accountants (IMA) Australia and New Zealand chapter.
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Applications of AI in finance

The scope of AI for finance is expanding rapidly, thus enabling the automation of processes, assisting professionals in becoming more efficient at their jobs, as well as creating potential solutions to solve problems. That being said, here are some of the applications in finance in general:

  • Outlier detection: AI helps in understanding the normal transactions to identify any anomalies.
  • Credit scoring: ML models can process large datasets and use the patterns learned to predict creditworthiness and the ability to repay loans more accurately.
  • Report generation: With AI, you can automate the creation of reports and contracts. One particular example is Alteryx AiDIN, which can be used to generate magic documents and help you create your first draft automatically so that it can be sent to key business partners.
  • Missing data identification: As AI processes data efficiently, it can find missing and incomplete data in your datasets. This is...
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Managing Data Integrity for Finance
Published in: Jan 2024Publisher: PacktISBN-13: 9781837630141

Author (1)

author image
Jane Sarah Lat

Jane Sarah Lat is a finance consultant with over 14 years of experience in financial management and analysis for multiple blue-chip multinational organizations. In addition to being a Certified Management Accountant (CMA U.S.) and having a Graduate Diploma in Chartered Accounting (GradDipCA), she also holds various technical certifications, including Microsoft Certified Data Analyst Associate and Advanced Proficiency in KNIME Analytics Platform. Over the past few years, she has been sharing her experience and expertise at international conferences to discuss practical strategies on finance, data analysis, and management accounting. She is also president of the Institute of Management Accountants (IMA) Australia and New Zealand chapter.
Read more about Jane Sarah Lat