📄 中文摘要
Lorance 是一款 AI 驱动的项目智能助理，旨在解决项目文档碎片化和信息提取困难的问题。该工具将非结构化的项目输入，如产品需求文档、会议记录、Slack 讨论和设计文档，转化为有根据的答案和可执行的任务票据。Lorance 通过提供清晰的上下文和可操作的见解，帮助团队克服文档过载但缺乏清晰度的问题。其核心功能包括将复杂信息转化为简洁摘要，识别决策、假设和隐含工作，并生成即时可用的任务。Lorance 的目标是提高团队协作效率，确保项目信息的一致性和可访问性，从而加速项目进展，减少误解和返工。该助理通过智能检索和信息整合，赋能团队从海量数据中快速获取关键洞察，优化项目管理流程。
📄 English Summary
Lorance: A Retrieval‑First Project Assistant
Lorance is an AI-powered project intelligence assistant designed to address the common challenge of extracting clear answers and actionable tasks from fragmented project artifacts. The tool transforms unstructured project inputs, including PRDs, meeting notes, Slack threads, and design documents, into grounded answers and execution-ready tickets. Teams often possess abundant documentation but struggle with a lack of clarity. Lorance tackles this by converting complex, disparate information into concise summaries, identifying critical decisions, underlying assumptions, and implied work. It generates immediately actionable tasks, streamlining project workflows and enhancing team collaboration. By providing clear context and actionable insights, Lorance helps overcome information overload and ensures consistent, accessible project information. This assistant aims to accelerate project progress, minimize misunderstandings, and reduce rework by enabling teams to quickly derive key insights from vast amounts of data through intelligent retrieval and information integration, thereby optimizing project management processes and fostering greater efficiency.