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AI PipelinesPrivate

Docket

AI email intake for law firms

Small firms drown in intake email. Docket classifies each thread and — importantly — states its rationale, so a paralegal can see why something was marked urgent rather than trusting a label. Drafted replies are administrative only and always go to a human before sending.

What it does

  • Classifies practice area, message type, and urgency — with a stated rationale
  • Extracts the relevant facts from each thread
  • Drafts administrative replies for human review, never auto-sends
  • Real Gmail sync; LLM pipeline with an eval harness; all data synthetic
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