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  "documentTitle": "AI in financial reporting and audit",
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  "notes": "Includes a quote from Bryant Ramdoo regarding the necessity of upskilling for AI-powered financial reporting.",
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      "text": "Data table showing value perception of AI technologies (Anomaly detection, Machine learning, RPA, Deep learning, NLP, GenAI, Chatbots, Computer vision) by Leader, Other, and Industry high.",
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      "text": "In general terms, each industry finds different value in the use of AI for financial reporting. Financial services companies tend to see greater value than others in anomaly detection, while manufacturers value RPA, and TMT companies tend to prize machine learning.",
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      "text": "Businesses need to invest in AI technologies and upskill their entire organization to get ready for genAI-powered financial reporting and auditing. Technology skills are now essential for all auditors, not solely those specializing in IT. — Bryant Ramdoo, Partner and National Audit and Assurance Innovation Leader at KPMG in Canada",
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      "text": "Figure 8. Companies seeing high or very high value in AI technologies",
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