客户故事/软件和互联网

2020 年
intuit 徽标

Intuit 关于将 AWS 用于机器学习和 AI 的观点

在本 AWS re:Invent 2020 视频中,Intuit CTO Marianna Tessel 将介绍他们公司如何借助 AI 和机器学习(ML)革新其业务并使客户受益。 

Amazon Web Services (AWS) 客户 Intuit 是一家全球金融平台公司,其产品包括 TurboTaxQuickBooks,旨在帮助消费者和小型企业改善金融生活。基于云的机器学习(ML)对于加速 Intuit 平台的开发有着重要作用,而 Amazon SageMaker 是其机器学习(ML)策略的核心要素。Intuit 使用 AWS 服务来开发、训练和托管模型,并集成他们自己的编排和特征工程功能。Intuit 已使用 AI 和机器学习(ML)为客户节省超过 130 万小时的收据处理时间。

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为了创建 AI 驱动的专家平台,我们将人类专业知识与 AI 相结合。基于云的机器学习对于加速我们平台的开发有着重要作用。”

Marianna Tessel
Intuit 首席技术官

使用的 AWS 服务

Amazon SageMaker

通过完全托管的基础设施、工具和工作流程为任何用例构建、训练和部署机器学习(ML)模型

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  • North America

    Intuit on AWS

    Intuit is all-in on AWS and uses Amazon SageMaker to train its machine-learning models quickly and at scale, cutting the time needed to deploy the models by 90 percent.
    2018
  • United States

    Intuit Modernizes AI and ML on AWS to Derive Customer Benefits

    Intuit is a business and financial software company that develops and sells financial, accounting, and tax preparation software and related services for small businesses, accountants, and individuals. Learn how Intuit accelerated its artificial intelligence (AI) and machine learning (ML) progress to create game-changing customer experiences. By using AWS to modernize its data and ML infrastructure, the company freed up its data scientists and tripled its speed to delivery, helping to direct more resources to customers.
    2022
  • United States

    How Intuit delivers a resilient, personalized experience at scale with Amazon Connect

    Intuit shares how to design a contact center for highly resilient operations at any scale with Amazon Connect.
    2022
  • United States

    How Intuit migrated Apache Cassandra workloads to Amazon Keyspaces

    The Intuit Data Exchange platform team migrates more than 120 TiB of data to Amazon Keyspaces, while delivering high availability and reliability to their users, using a dual-write approach.
    2022
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