Pilot-Flow: An Intelligent Workflow from Feishu Conversations to Document Delivery

Pilot-Flow is an intelligent workflow project for Feishu conversations. Its core function is to automatically convert conversation content from Feishu instant messaging into structured documents, presentations, and other deliverables. It addresses the pain point of enterprise information scattered in chat records and difficult to preserve and accumulate, significantly improves team collaboration efficiency, and frees up human resources to focus on high-value creative work.

Modern enterprises generate a large amount of discussion, decision-making, and creative information through Feishu. However, this content is scattered in chat records. Manually organizing it into formal documents is time-consuming and labor-intensive. Moreover, many valuable pieces of information are forgotten due to not being organized in time, leading to knowledge loss and the formation of information silos.

Pilot-Flow adopts an agent architecture, and its workflow is divided into three stages:

1. Information Collection: Access conversations/groups via Feishu API, obtain chat records in real time or periodically, and use NLP to analyze semantics and mark key information;
2. Content Understanding: Use large language models to identify conversation topics, roles, and structure, and establish logical relationships (not simple keyword extraction);
3. Deliverable Generation: Convert to professional and consistent outputs such as project documents, meeting minutes, and PPTs according to preset templates or user-specified formats.

• R&D Teams: Automatically organize stand-up meeting content to generate progress reports;
• Marketing Teams: Convert creative discussions into activity plans;
• Customer Service Scenarios: Summarize key points of customer communication to form requirement documents;
• Project Managers: Reduce time spent organizing meeting minutes, automatically generate to-do lists and send reminders;
• Knowledge Management: Capture tacit knowledge in employee conversations to form an enterprise knowledge asset library.

1. Chinese Context Optimization: Optimized for Feishu's Chinese communication characteristics, handling colloquial expressions, internet slang, and industry terms;
2. Flexible Template System: Supports custom output formats (Markdown, Word, PPT, etc.);
3. Privacy and Security: Supports local deployment, data encryption, and provides fine-grained permission control.

• Function Expansion: Add features such as automatic task creation, intelligent knowledge document recommendation, and project risk prediction;
• Tool Integration: Explore seamless integration with project management software, CRM, and knowledge base platforms to build a complete intelligent workflow ecosystem.

Pilot-Flow represents the evolutionary direction of enterprise collaboration tools from passive recording to active knowledge processing. In the era of information explosion, teams that use AI for knowledge management will gain a competitive advantage, and Pilot-Flow is a tool worth trying for Feishu enterprises to improve efficiency.