
Playbook
Case-based teaching for commerce: start from a real business, not from the definition.
Students remember a café’s accounts longer than they remember a chapter heading. Real cases make rules concrete.

Students remember a café’s accounts longer than they remember a chapter heading. Real cases make rules concrete.
Commerce is often taught from textbook abstractions and tested by recall. Students can recite a definition but freeze when handed a real invoice, ledger or bank statement.
| Topic | Case |
|---|---|
| Journal and day book | A shop’s purchases and sales for one week |
| Indirect tax on sales | A café’s bills for a day |
| Bank reconciliation | A small business’s bank statement against its cash book |
| Working capital | A distributor’s stock, receivables and payables |
Teach-backs passed per topic, the topics where most students get stuck, and whether those gaps close before the test. See the teach-back method.
Teach-Back is a personalised AI learning portal for commerce and finance students at colleges, universities and training institutes. Each student’s course, semester, language and goals produce a syllabus-aligned plan that is frozen once set, while the journey through it adapts to their pace. Lessons are built on real cases, such as a café’s GST, a shop’s day book or a bank statement. In the teach-back studio the student explains the topic and a Socratic assistant asks, hints and checks until the reasoning holds; it coaches graded work and never does it. Every number comes from a visible tool call to calculators or rate tables, not mental arithmetic. The assistant remembers what each student mixes up, in a memory the student can see, edit and wipe, and schedules short revisions on the phone. Faculty see cohort progress, a gap heatmap, assignments and integrity rules.
Teaching each topic from a real business example, such as a shop’s day book or a café’s bills, and asking students to work it out and explain the rule behind it.
No. The syllabus is mapped first and stays the same; the cases are the way each topic is taught.
See it on your own data. Teach-Back — Learn it, then teach it back. Book a 30-minute working session with an engineer.