Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration

Yanbin Zhang, Hanhui Ye, Yue Bai +4

Workflow automation promises substantial productivity gains in everyday document-related tasks. While prior agentic systems can execute isolated instructions, they struggle with au…