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AI 和机器学习:AP 文档识别、智能文本补全、异常检测.pdf

上传人: le****ng 编号:616546 2025-03-07 63页 27.82MB

1、AI and Machine Learning:GI Anomaly Detection,AP Document Recognition,and Intelligent Predictive TextDoug Johnson2Presented byDoug JohnsonVP Product Management3AgendaAI/ML OverviewBenefitsSecurityAccuracyCostsAcumatica AI/ML CapabilitiesAutomate Mundane TasksInteractive AssistanceIntelligent AdvisorA

2、I ConsiderationsImprove your Business Decision Making5AI/ML Methods and CapabilitiesAdditional BenefitsIncrease RevenueDecrease CostsImprove Customer ServiceEnhanceProductivityAutomationAutomate and streamline processes Reduce time wasted on inefficient,mundane,manual processes Reassign employees to

3、 higher value tasks Reduce errors Interactive AssistanceProvide info to support decision making Get info to decision makers as they work Generative AI Faster decision making Content generationIntelligent AdvisorGenerate insights to enable business decisions Deliver data in an easy to consume format

4、Leverage info to solve challenges More informed decisions Uncover hidden data insightsKey Client Goals and AI Capabilities to Address ThemBenefit:Find Answers Across Data SourcesActivityI need to provide information about recent activities related to a customer.Brute Force Solution Open email and se

5、arch.Look in SharePoint for contracts.Open project plans.Open dashboard in Acumatica and drill into data.AI/ML SolutionPrompt AI to get data related to Customer A.Ask additional questions to narrow results that are most relevant for your current purpose.Benefit:Group,Highlight,VisualizeActivityPrepa

6、re a chart showing revenue growth for a specific segment.Investigate why revenue dipped in a specific time period.Good Solution Open Acumatica dashboard and use drill down and pivot tables to analyze data.AI/ML solutionPrompt AI to prepare a chart using ERP data.Ask questions about customer issues,c

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本文主要介绍了AI和机器学习在Acumatica ERP系统中的应用,包括异常检测、文档识别、智能预测文本等。AI/ML能够自动化单调任务,提供互动式辅助,智能顾问等功能。例如,AI可以自动识别客户信息,生成销售建议,优化库存等。此外,文章还讨论了AI/ML的模型选择、输入、输出等方面的关键考虑因素。目前,Acumatica正在开发中的AI/ML功能包括自动识别和处理邮件附件、智能文本补全、搜索、聊天机器人等。最后,文章提到了Acumatica的竞争对手、成本以及未来产品路线图。
"AI在Acumatica中的哪些方面得到了应用?" "如何利用机器学习提高业务决策的准确性?" "AI/ML技术在降低企业成本方面的潜力如何?"
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