The financial services industry perpetually processes an overwhelming amount
of complex data. Digital reports are often created based on tedious manual
analysis as well as visualization of the underlying trends and characteristics
of data. Often, the accruing costs of human computation errors in creating
these reports are very high. We present DocuBot, a novel AI-powered virtual
assistant for creating and modifying content in digital documents by modeling
natural language interactions as "skills" and using them to transform
underlying data. DocuBot has the ability to agglomerate saved skills for reuse,
enabling humans to automatically generate recurrent reports. DocuBot also has
the capability to continuously learn domain-specific and user-specific
vocabulary by interacting with the user. We present evidence that DocuBot adds
value to the financial industry and demonstrate its impact with experiments
involving real and simulated users tasked with creating PowerPoint
presentations.

本文介绍一种新型人工智能助手 ——DocuBot，通过建模自然语言交互的技能来创建和修改数字文档中的内容，实现报告的自动化生成。 DocuBot 还具有不断学习领域特定和用户特定词汇的能力，并通过实验展示其在金融行业中的价值。