Polish Wizard Interface: Validation, Controls, and Auditability
Students have a working automation layer from Lesson 5. Now they must make it usable, trustworthy, and professional. This lesson adds validation rules, user-facing controls, and an audit panel so the workbook feels like a usable month-end tool—not a prototype.
- ▶Add visible validation rules that catch bad inputs before the close runs
- ▶Build user-facing controls that let scenarios change without touching formulas
- ▶Create an audit panel that shows what changed and why
- ▶Explain how the polished tool maintains GAAP accuracy
This lesson follows a structured 6-phase learning model designed for authentic project-based learning.
Hook
Business scenario where a polished interface matters—make tool feel necessary
Introduction
Validation rules, user-facing controls, and audit panel explained directly
Guided Practice
Simulator mirroring real workbook validation logic with immediate feedback
Independent Practice
Build the polished wizard with verification checkpoints and Definition of Done
Assessment
Technical check plus artifact task: defend trustworthiness and explain GAAP accuracy
Closing
What the tool added, what students can now do faster, preview project rehearsal