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17 June 2026
Debrief

Debrief

Meetings in. Matters out.

Celina LauretaWebsite

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About the Project

**What it does: ** You give Debrief a client meeting transcript; it returns a structured legal work product, not a summary:

(1) legal topics + jurisdictions, (2) relevant internal guidance with relevance scores, (3) missing information ranked by priority, (4) recommended next actions, (5) knowledge-gap detection (✓ covered / ✗ missing), and (6) draft follow-up (client email, matter summary, internal briefing).

The problem it solves:

Legal/compliance teams spend hours after every call bridging two piles: meeting notes and internal guidance. They manually work out which issues were raised, hunt for guidance that applies, notice what facts are missing, spot where the firm has no guidance, and draft the follow-up. Ordinary note-takers stop at "what was discussed." Debrief answers "what does it mean, what knowledge applies, what's missing, and what should happen next."

In one line: Debrief is a human-in-the-loop legal analyst. Built deliberately to be a retrieval-augmented, structured-extraction assistant that turns one conversation into a complete, reviewable work product in a single pass.

Practice Areas

Key Features

What Debrief does:

  • Legal topic detection: Extracts the legal issues, every jurisdiction implicated (country + e.g. "European Union"), and the client's objective from a meeting transcript.
  • Knowledge retrieval: Surfaces the internal guidance that applies, each with a 0–100 relevance score, owner, and last-updated date — selected only from the real catalogue.
  • Missing-information detection: Lists the facts the team still needs before it can advise (headcount, pay bands, CBAs…), prioritised High/Medium/Low.
  • Recommended next actions: Turns the discussion into owned, navigable workstreams — each with an effort estimate, an assigned stakeholder, a "start" toggle, and an email button.
  • Knowledge-gap detection: Marks each raised topic ✓ covered / ✗ missing against the actual knowledge base, and recommends what content to create.
  • Stakeholders: The people and teams involved. Clickable profiles with role, focus, what they own, and one-click contact.
  • Draft follow-up: Generates a client email, a matter summary, and an internal briefing - all copy-ready.

About the Creator

CL
Celina Laureta
Legal Operations Associate at Remote