Claude API chronology engine over firm DMS

For high-volume litigation, build a firm Claude API engine that ingests each new document in the matter and appends structured events to a living chronology in the firm's DMS. Paralegal and attorney still verify every material entry.

Tool

Claude API + firm DMS workbench

Open tool

Best for

Analysis & Decisions

Typically under $0.05 per document on Sonnet tier

Setup

5 hrs

One-time setup estimate

Workflow

1Collect the source material for "Build case chronologies, fact memos, and timelines" before opening the tool.
2Run the starter prompt in Claude API + firm DMS workbench and paste in the real context.
3Review the output for accuracy, tone, names, numbers, and policy-sensitive details.
4Save the improved prompt or checklist so the next run takes less time.

Inputs you need

- Paralegal
- Build case chronologies, fact memos, and timelines
- Examples, notes, files, or customer context for this task
- Your preferred tone, constraints, and final format

Expected output

- Claude API chronology engine over firm DMS
- A usable draft or workflow for build case chronologies, fact memos, and timelines
- A repeatable prompt you can improve after each run

Ready-to-copy asset

Starter prompt

You are extracting chronology events from one document. Return JSON only. Do not extrapolate beyond the text.

Inputs:
- document_text
- bates_reference
- matter_parties
- matter_theory (for tagging relevance only)

Return:
{
  "events": [
    {
      "date": "YYYY-MM-DD or 'unclear'",
      "parties": ["..."],
      "action": "...",
      "bates": "...",
      "relevance_tags": ["..."],
      "confidence": "low|medium|high"
    }
  ],
  "unresolved_references": ["..."],
  "verify_before_use": true
}

Any event with confidence below 'high' is flagged 'verify_before_use: true'.

Caveats

- Do a human review before sending, publishing, filing, or making a decision.
- Verify numbers, names, claims, citations, and compliance-sensitive details.
- AI drafts. You decide. Final responsibility is yours.

Measurable value

5.3 hrs saved per run

Before: 6 hrs. After: 45 min.

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