Design review prototypeNot for students

Your private analyst campaign ยท 12 Learning Modules

Your analyst story starts with a business question.

Solve a small business case in 11 Learning Modules. Learning Module 4 stays a protected shell. Retry freely, grow your companion, and build a private record of what you can do. XP never changes your marks.

  • Retry without penalty
  • No class ranking
  • Rewards stay cosmetic

Your campaign map

12 Learning Modules. 11 active missions. One protected shell.

Eleven provisional missions are available for local review. Learning Module 4 remains a visible protected shell with no quiz content, coaching, or hints.

Chapter 01

Analytics Explorer

M01 to M04

What problem are we trying to solve, and what evidence do we need?

  1. Week 1Provisional mission

    Problem Framer

    Overview of business analytics, tools/techniques, and organisational context

    SLO1SLO3SLO4
    Open Mission 01
  2. Week 2Provisional mission

    Data Source Scout

    Working with big data

    SLO1SLO3
    Open Mission 02
  3. Week 3Provisional mission

    Data Quality Detective

    Data quality and the data cleansing process

    SLO3SLO5
    Open Mission 03
  4. Week 4Protected shell

    Decision Architect

    Decision making and decision support systems

    SLO1SLO3SLO5
Chapter 02

Applied Analyst

M05 to M08

Which method, visual, or network view supports a sound decision?

  1. Week 5Provisional mission

    Model Builder

    Reference models and frameworks

    SLO2SLO3
    Open Mission 05
  2. Week 6Provisional mission

    Visual Storyteller

    Visualisation and communication

    SLO3SLO5
    Open Mission 06
  3. Week 7Provisional mission

    Network Mapper

    Social network analysis

    SLO1SLO3SLO5
    Open Mission 07
  4. Week 9Provisional mission

    Digital Signal Analyst

    Social media, web, and sentiment analytics

    SLO3SLO4SLO5
    Open Mission 08
Chapter 03

Responsible Analytics Adviser

M09 to M12

How do we build, test, and defend a responsible recommendation?

  1. Week 10Provisional mission

    Method Designer

    Business analytics development methodology

    SLO2SLO3
    Open Mission 09
  2. Week 11Provisional mission

    Ethics Guardian

    Ethics in business analytics

    SLO4
    Open Mission 10
  3. Week 12Provisional mission

    Design Thinker

    Design and agile thinking

    SLO2
    Open Mission 11
  4. Week 13Provisional mission

    Future Claim Checker

    Future directions of business analytics

    SLO1SLO3SLO4SLO5
    Open Mission 12
Course-author note

Phil approved these individual game SLO tags on 15 July 2026. This does not ratify the official module matrix in the teaching workspace. Individual missions do not claim SLO6.

The mission rhythm ยท Learning Module 01

Know what happens before you press start

Each mission begins with a worked example, then gives you a case to solve, specific feedback, a fair retry, and one private capability to earn. Your Analyst Companion grows through learning milestones, never through speed or ranking.

Each active mission uses a native fictional case board.

No Quant Lab widget is copied or connected. Learning Module 4 remains a protected shell separate from the closed-book quiz.

  1. 01

    Briefing

    Meet one business question and the decision that needs evidence.

  2. 02

    Worked example

    See one complete example before you attempt the mission.

  3. 03

    Case board

    Inspect one fictional business through four problem-framing lenses.

  4. 04

    Decision checkpoints

    Frame the problem, recommend a first analysis, and explain a data safeguard.

  5. 05

    Reflection and retry

    Read specific feedback, retry without losing XP, and name your next step.

  6. 06

    Capability earned

    Complete the verified checkpoint and review every explanation.

Fair-play economy

Earn every point by learning, never by speed

XP is a private progress signal. It cannot become marks, quiz help, deadline advantages, or access to required learning material.

60XP

Mastery

Full XP remains available after retry.

25XP

Evidence

Explain why the decision fits the evidence.

15XP

Reflection

Record confidence and what changed.

Open prototype reviewer view

Future aggregate view ยท not connected

Decide what to measure before collecting anything

This review build collects no learner data. These are proposed pilot measures only; they stay off until retention, privacy, and access rules are approved.

OffSustained participation
OffCheckpoints verified
OffSuccessful retries

Release boundary

This provisional review build includes 11 missions but collects no student data.