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CaseMark

Agentic Workflow (End-to-End Matter Automation)

Product DesignAI/MLWorkflow

Overview

An agentic, end-to-end workflow where multiple specialized agents process a matter's entire document set and produce structured insights and draft work products.

Who it's for

Litigators and legal teams working on document-heavy cases.

Problems it solves

  • Work is split across tools, with no single orchestrated flow
  • Lawyers repeatedly run manual "steps" (summaries, timelines, extractions)
  • AI tools exist as isolated features, not coordinated workflows

Key use cases

  • Upload or connect a corpus (pleadings, depositions, reports); agents identify doc types and propose a workflow.
  • Agents process docs in sequence: transcribe, summarize, tag issues, extract facts, build timeline.
  • The system generates first drafts of memos, summary sets, or motion outlines for lawyer review.
  • When new documents arrive, agents re-run only the impacted steps (timeline, issues, analysis) instead of the entire flow.

My contributions

  • Designed multi-agent orchestration interface and workflow visualization
  • Created document processing pipeline UI showing agent coordination
  • Designed first-draft review and editing interfaces for generated work products
  • Developed incremental update patterns for new document ingestion

Visuals

Kermit - Product Designer