通过Finch解锁财务洞察：Uber的对话式AI数据代理
At Uber, financial analysts and accountants sift through vast data sets to support real-time decision-making. Traditional data access—often involving complex SQL queries across multiple platforms—creates delays that can impact critical financial insights.
在Uber，财务分析师和会计师需要筛选大量数据集以支持实时决策。传统的数据访问——通常涉及跨多个平台的复杂SQL查询——会造成延迟，从而影响关键的财务洞察。
To address this, our team built Finch, an AI agent integrated directly into Slack®**.** Finch transforms natural language queries into structured data retrieval, delivering secure, real-time financial intelligence. This solution accelerates analysis and empowers finance teams to focus on strategy rather than troubleshooting data pipelines. This need to eliminate friction in data retrieval was the driving force behind Finch’s development.
为了解决这个问题，我们的团队构建了Finch，一个直接集成到Slack®中的AI代理。Finch将自然语言查询转换为结构化数据检索，提供安全的实时财务智能。这个解决方案加速了分析，并使财务团队能够专注于战略而不是故障排除数据管道。消除数据检索中的摩擦是Finch开发的驱动力。
We developed Finch to simplify and optimize the process of data retrieval for financial teams at Uber. During the development of Finch, the Uber FinTech team evaluated various technologies, and ultimately, we selected a combination of generative AI, RAG, and self-querying agents. Key factors that influenced this decision included ensuring data security, achieving seamless integration with existing systems, and maintaining scalability for future growth. By using these technologies, Finch empowers finance teams to access real-time, secure, and accurate financial insights directly within their Slack environment.
我们开发Finch是为了简化和优化Uber财务团队的数据检索过程。在Finch的开发过程中，Uber FinTech团队评估了各种技术，最终选择了生成性AI、RAG和自查询代理的组合。影响这一决定的关键因素包括确保数据安全、实现与现有系统的无缝集成，以及保持未来增长的可扩展性。通过使用这些技术，Finch使财务团队能够在其Slack环境中直接访问实时、安全和准确的财务洞察。
At Uber, financial analysts rely on data to make critical decisions. Yet, retrieving that data has historically been slow and inefficient. Financial Analysts like Taya often face multiple challenges when preparing reports.
在 Uber，财务分析师依赖数据做出关键决策。然而，获取这些数据在历史上一直是缓慢且低效的。像 Taya 这样的财务分析师在准备报告时常常面临多重挑战。
- Manually searching for t...