IBM > 实例探究 > 通过准确的预测提高医疗保健服务的成本效率和竞争力

通过准确的预测提高医疗保健服务的成本效率和竞争力

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技术
  • 分析与建模 - 大数据分析
  • 分析与建模 - 预测分析
适用行业
  • 医疗保健和医院
  • 零售
适用功能
  • 人力资源
  • 质量保证
用例
  • 需求计划与预测
  • 库存管理
服务
  • 云规划/设计/实施服务
  • 测试与认证
关于客户
Apria Healthcare 是美国领先的家庭呼吸服务和医疗设备提供商之一,每年为超过 120 万名患者提供服务。
挑战
Apria Healthcare 需要确定成本中心并提高成本效率,以便将其高质量护理服务扩展到新市场。
解决方案
Apria 与合作伙伴 Aviana 合作,将其电子表格驱动的预测系统替换为 IBM Cognos TM1 on Cloud,这是一种集中式最佳实践预测方法。
运营影响
  • The implementation of IBM® Cognos® TM1® on Cloud has transformed Apria Healthcare's operations. The company is now able to deliver accurate budgets, forecasts, and reports to a broad audience of stakeholders quickly and effectively. The solution has eliminated virtually all of the data quality and trust issues that were raised by the old spreadsheet-based processes. The company now uses a single, centralized analytics engine to process their financial data in a repeatable and consistent way. This has helped the company to gain a clearer picture of the true state of their operations. The solution has also enabled the company to understand all of the cost drivers for each of their products, which has allowed them to create centralized pricing models across the entire business. This has potentially enabled the company to better use their economies of scale to deliver the same high-quality care services at a significantly lower price.
数量效益
  • Eliminated virtually all of the data quality and trust issues that were raised by the old spreadsheet-based processes
  • Gained a clearer picture of the true state of operations
  • Enabled accurate budgets, forecasts, and reports to a broad audience of stakeholders quickly and effectively

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