This workflow automates the high-labor, error-prone process of manually stitching together case timelines from emails, reports, contracts, and communications. By deploying specialized agents for entity extraction, date normalization, and event sequencing, it converts document chaos into a coherent, court-ready chronology. The operational upside is a 70-80% reduction in paralegal and associate hours spent on timeline construction, directly lowering discovery cost and accelerating the development of deposition and motion strategy. Implementation requires integration with e-discovery platforms like Relativity or Everlaw, using RAG to retrieve context around extracted events.




