Skip to main content

Product case study

Implemented · current runtime pending review

GroupBrief

Turn conclusions, people, and follow-ups from busy group chats into a reviewable brief.

Condenses group conversations into briefs, visual options, and searchable archives.

GroupBriefInteractive demo · Sample data

Loading interactive frontend…

01 · Positioning

How the product takes on the work

GroupBrief brings chat distillation, rankings, visual candidates, and archives into a reviewable local workspace.

Content is reviewed before send preparation, with a traceable path from source records to the final brief.

02 · Context

The problem and the people

Why it needs to exist

Conclusions, people, and follow-ups in busy group chats disappear under later messages, while editing and visual preparation repeat every cycle.

Who it is for

Community operators who regularly summarize conversations, prepare visuals, and preserve searchable archives.

03 · Core flow

Core workflow

Four key views trace the complete path from entering the product to handling the work and confirming the outcome.

  1. 01

    Operations overview

    Keep groups, briefs, pending work, and system state in one view.

  2. 02

    Task center

    Move source records through distillation, review, and send preparation.

  3. 03

    AI image workspace

    Compare visual candidates and choose explicitly instead of treating generation as approval.

  4. 04

    Rankings and archive

    Review active groups and return to completed briefs and their source records.

04 · Product views

Four views of how the product works

All four views stay visible in a masonry gallery. Open any card for a larger view and continue with the arrow keys.

05 · Decisions

Three product decisions

  1. 01

    Summaries return to sources

    People, conclusions, and follow-ups retain source links so their context can be checked before publishing.

  2. 02

    Visuals are selected before use

    AI visuals enter a candidate workspace and require human selection before joining a brief.

  3. 03

    Unknown delivery stops the flow

    Page changes and timeouts are not delivery evidence; uncertain state prevents automatic resend.

06 · Current state

What is complete—and what is not

The main capabilities are implemented; current runtime status needs review and every real send remains human-approved.

What the product changes

Content is reviewed before send preparation, with a traceable path from source records to the final brief.

Source and implementation

Source links are listed above; public screens still use synthetic or redacted data only.

Portfolio boundary

This site shows redacted interfaces and product logic only. It never connects to source databases or performs real publishing, applications, sending, or payments.

Next

Continue exploring

Back to all projects