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实例探究 > Research insights brought to market in days instead of months with natural language in a dashboard

Research insights brought to market in days instead of months with natural language in a dashboard

技术
  • 分析与建模 - 自然语言处理 (NLP)
  • 分析与建模 - 预测分析
  • 功能应用 - 远程监控系统
适用行业
  • Professional Service
  • Software
适用功能
  • 商业运营
  • 产品研发
服务
  • 数据科学服务
  • 软件设计与工程服务
  • 系统集成
挑战
The consulting firm was engaged in expensive and time-consuming manual analysis to provide insights to their clients. They needed an approach to deliver insights instantly and more efficiently. The manual process was not only costly but also delayed the delivery of valuable research insights, impacting their ability to help clients make timely decisions.
关于客户
The customer is an artificial intelligence and analytics consulting firm based in Silicon Valley. They specialize in providing data preparation, cleaning, mining, and analysis services to productize and publish research. Their primary goal is to enable product leaders to access data and make better products. The firm serves clients across various industries, offering a comprehensive online research portal accessible via a SaaS interface similar to a Bloomberg Terminal. Their clients benefit from the firm's expertise in transforming raw data into actionable insights, helping them make informed decisions and improve their products.
解决方案
The firm integrated the Narrative Science extension for Tableau into their platform, automating the production of research summaries. This addition of natural language generation (NLG) technology allowed them to automate manual, time-consuming data analysis and reporting activities. By embedding NLG, the firm enriched their existing BI and analytics platform with plain-English stories, making it easier for clients to understand and act on the insights provided. The solution enabled the firm to deliver research to clients in real-time, significantly improving decision-making processes and increasing operational efficiency.
运营影响
  • Communicate insights: Enhanced the existing analytics portal with easy-to-understand stories, making complex data more accessible to clients.
  • Improve decisions: Delivered research to clients in real-time, enabling them to make informed decisions quickly.
  • Increase efficiency: Eliminated the need for time-consuming manual analysis, allowing the firm to focus on higher-value tasks.
数量效益
  • Reduced time to market for research insights from months to days.
  • Eliminated the need for manual analysis, saving significant labor costs.
  • Increased the speed of delivering research insights to clients by 50%.

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