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GroupSense AI

A collaboration behavior analysis system for group assignments. It turns chat, docs, and meeting signals into visible tasks, roles, risks, and final reflection evidence.

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BUS203 Research Assignment

Tencent Docs + Meeting + WeChat/QQ group simulation

Group Chat

AI quietly turns chat promises into structure

AI observing

Waiting for group conversation. Run simulation or import chat to start analysis.

Task Board

Promises become responsibilities

No tasks detected yet.

Conversation Signals

AI detects commitment, support, ideas, delay, and pressure

No conversation signals yet. Send a message or import chat history.

No document activity yet.

No meeting activity yet.

The final report unlocks after every member confirms the assignment is complete.

No members to confirm yet.

Product logic

From messy teamwork to visible collaboration evidence

Input

Group chat, shared documents, meeting discussion, deadlines, and completion confirmations.

AI Understanding

Detects commitments, support, ideas, blockers, risk, contribution type, and live team roles.

Output

Task board, risk radar, role labels, conversation signals, and a final contribution report.

Final Contribution Report

No score. Evidence-based strengths, weaknesses, and suggestions.

Product essence

Turns invisible collaboration into visible structure, making teamwork fair, accountable, and improvable.

Used for

Self reflection, peer evaluation, and teacher reference.

No contribution report yet. Add conversation data first.

Import Conversation

Paste WeChat/QQ style lines. Example: Alicia: I will do slides by Friday.