Dataiku > 实例探究 > 与 Dataiku 一起推动水泥行业的创新和转型

与 Dataiku 一起推动水泥行业的创新和转型

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技术
  • 分析与建模 - 机器学习
  • 平台即服务 (PaaS) - 应用开发平台
适用行业
  • 水泥
  • 设备与机械
适用功能
  • 物流运输
  • 采购
用例
  • 最后一英里交付
  • 时间敏感网络
服务
  • 数据科学服务
  • 培训
关于客户
JK Lakshmi Cement 是一家水泥行业的制造公司,与 Dataiku 一起开启了数字化转型之旅。他们研究了超过 15 个用例,以减少操作任务上花费的时间并增加报告生成。
挑战
由于缺乏数据专业知识和过时的数据流程,一家拥有数十年历史的水泥行业制造公司面临着运营效率和报告能力有限的挑战。
解决方案
该公司实施了 Dataiku,这是一个支持机器学习用例、提高运营效率并促进跨团队协作的平台。 Dataiku 还替换了现有工具并与其他系统集成。
运营影响
  • The implementation of Dataiku has brought about significant operational improvements for JK Lakshmi Cement. The platform has enabled the company to increase the production of regular reports by over 300%, thereby improving the efficiency and number of reports. This was a crucial first step towards transforming the company and growing a data culture within the organization. Furthermore, the flexibility and collaborative functionality of Dataiku has allowed the company to explore solutions to common industry pain points in novel and creative ways. For instance, the company has been able to predict customer churn and delivery times, leading to improved customer satisfaction and increased trust in the data science team across the organization. The company has also been able to spread model development to non-coder business users across the company, thereby democratizing data science and fostering a data-driven culture.
数量效益
  • 60-70% reduction in time spent on operational tasks
  • 50% improvement in project time-to-delivery
  • 300% increase in report production

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