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实例探究 > Delivering high-quality end user experiences with workforce support

Delivering high-quality end user experiences with workforce support

技术
  • 分析与建模 - 机器学习
  • 应用基础设施与中间件 - 数据交换与集成
适用行业
  • 零售
适用功能
  • 商业运营
  • 质量保证
用例
  • 过程控制与优化
  • 远程协作
服务
  • 数据科学服务
  • 系统集成
挑战
Ibotta faced a significant challenge in managing the receipt moderation process, which required matching items on a receipt with those selected in the app. The process needed to be both fast and accurate to ensure a high-quality user experience. While the company's proprietary OCR system handled most receipts, a substantial number still required human verification. During peak times, such as holiday shopping seasons, the workload became overwhelming, even requiring the CEO to assist in moderation. Ibotta needed a solution that could meet or exceed current performance benchmarks, improve accuracy by 10-15%, and increase efficiency by nearly 50%.
关于客户
Ibotta is a cash-back shopping app that allows users to earn rebates by purchasing products from various retail partners and submitting a photo of their receipt through the app. Launched in 2012, Ibotta has over 35 million downloads and is one of the most frequently used shopping apps in the United States. The app is popular among large consumer brands for showcasing their products and providing value to retail consumers. Ibotta's success hinges on its ability to quickly and accurately process receipts to ensure a seamless user experience and maximize value for its partners.
解决方案
CloudFactory emerged as the leading solution provider, offering a professionally managed workforce combined with technology that provides a unified workspace, dedicated messaging channels, collaboration tools, and worker engagement tracking. Ibotta ran a pilot program to test CloudFactory's capabilities, which performed exceptionally well. Subsequently, Ibotta transitioned its final-stage moderation to CloudFactory. CloudFactory's ability to monitor worker engagement and gather productivity metrics allowed workers to quickly get up to speed. Today, CloudFactory handles over 12,000 hours of work per month for Ibotta, enabling the company to focus on improving its product and growing its business. The partnership has also expanded to include workers in Nepal and Kenya, providing high-quality execution while making a positive impact in developing nations.
运营影响
  • CloudFactory's team quickly adapted to the nuances of the work and its context in American culture, often demonstrating better brand awareness than Ibotta's internal team.
  • The partnership with CloudFactory has allowed Ibotta to handle over 12,000 hours of work per month, significantly reducing the burden on internal teams.
  • Ibotta is now better prepared for peak times, such as the holiday shopping season, without the need for all employees, including the CEO, to assist in receipt moderation.
数量效益
  • 15% higher accuracy rate in receipt moderation.
  • 50% decrease in processing time for receipt verification.
  • 12,000 hours of work delivered per month by CloudFactory.

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