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All sectors pilot v0.1.0

Meeting Summarizer

Turns a raw meeting transcript (Teams, Zoom, locally-transcribed audio) into a structured CR: decisions made, action items with owner and deadline, open questions.

20-40 min
par réunion

Across 50 weekly meetings in a mid-size company, that's 30-60 hours of memo writing avoided. More importantly: no action item gets lost, because the agent doesn't procrastinate.

The problem

Meeting minutes are the most expensive blind spot in the company.

A 45-min ExCom meeting only generates a memo if someone is dedicated to writing it — which is rarely the case. The cost: decisions are forgotten, action items fall between the cracks, the owner isn't explicitly named, the deadline drifts.

Existing tools (Otter, Fireflies) produce a raw transcription. That's not a memo. The memo is what comes after the transcription: extracting decisions, attributing action items, identifying open questions.

Meeting Summarizer does exactly that, on the company's LMbox appliance. No data leaves the perimeter — decisive when you're recording a board meeting.

How it works

Four steps, from incoming document to human decision.

  1. 1

    Transcript arrives

    From the local transcription system (Whisper on the LMbox) or Teams / Zoom export. No raw audio needed or stored.

  2. 2

    Identify participants + structure

    Extracts named speakers (or keeps 'Speaker 1', 'Speaker 2' if anonymous), detects date and title, classifies the meeting (decision-making / exploratory / status update).

  3. 3

    Extract decisions + action items

    Actually-made decisions (vs. merely mentioned) listed explicitly. Action items extracted with owner + deadline; if either is missing, the agent writes 'TBD' rather than inventing.

  4. 4

    4-section memo + sensitivity flag

    Summary / decisions / actions / open questions. If content is sensitive (HR, M&A, healthcare), the agent adds a 'Restricted distribution' notice at the top.

Architecture

Tools, connectors, deployment.

Tools (function-calling)

No external tools — direct analysis on the input document.

Optional connectors

  • outlook (optional)
  • jira (optional)
  • slack (optional)
Deployment via the SDK
$ lmbox agent deploy ./meeting-summarizer \
    --box BOX-XXX \
    --token "$LMBOX_BOX_API_KEY" \
    --api https://api.lmbox.eu

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Try Meeting Summarizer on the public demo.

One-click sign-in. You see the agent installed on a real LMbox, with its system prompt loaded and audit chain live.