AI Agent · Project Management

Make PM a Little Easier

Drawn from real enterprise work. Internal systems and business data stay private, so this demo reconstructs the product design and the human–agent workflow with simulated data.

Create IssuePremortem Risk AnalysisSprint Report

01 · Why this exists

Why we built this

  1. 01

    Issue quality is inconsistent

    When writing styles don't line up, the team spends extra time clarifying and confirming.

  2. 02

    Risks often surface too late

    Without a premortem, the serious risks tend to show up after execution has already started.

  3. 03

    Sprint reporting is still manual

    Gathering and compiling the numbers takes time, and important details slip through.

02 · How it works

How AI fits into the workflow

No new process on the side. AI only steps in at the moments that already matter.

  1. Work comes in

    Issue draft

  2. Premortem

    Risk analysis

  3. Sprint ends

    Auto review

03 · Inside the demo

Three core features

Project management agent board screenshot

04 · Why it works

Why it's designed this way

  1. 01

    Fit Existing Workflows

    Stay inside the team's current way of working. Don't invent a parallel process for AI.

  2. 02

    Keep It Simple

    If a conversation or a clear choice will do, don't add another step.

  3. 03

    Human-in-the-loop

    AI drafts and suggests. People still make the calls that matter.

05 · Choose how to explore

How to try it

Guided demo

No API key

No API key needed. Walk through the product with a recorded session.

Live mode

API key required

Bring your own key and run the same workflow live.

06 · Behind the demo

From enterprise project to public demo

Real Project

  • Enterprise Jira
  • Business data
  • Real team workflow
  • User feedback & iteration
Abstracted & reconstructed

Public Demo

  • Jira-like interface
  • Simulated data
  • Guided demo / Live mode
  • Same product workflow

Only the core product design and workflow are shown here — no enterprise data, no internal systems.

Explore the Demo

Try creating an issue, running a risk analysis, and generating a sprint review.

Try the demo
© Shuyi · 2026From Plato to GPT.