A ranked task list
Each repeat task gets a score. The top task is the one to automate first.
Cohort 01 · Starts Nov 17, 2026
EARLY BIRD: 3,500,000 VND (Nov 3, 20:00 – Nov 8, 23:59)
STANDARD: 4,000,000 VND (Closes Nov 13, 23:59)
PREMIUM: 6,000,000 VND (max 2 operators, instructor co-builds one project)
Name is missing. A person who checks it has the row. Not marked as done.
The original file stays read-only. A missing name and a date that is not real are marked on a copy.
PO_AnPhat_042 · the only file the operator edits
| Field | Working value | Status |
|---|---|---|
| Date | Rejected. This date does not exist. | On hold |
| Name | Name is missing | Person |
| ID | PO_AnPhat_042 | All IDs match: 100% |
The master file stays read-only. Only the working copy changes.
No learner quotes yet. The pilot has not run.
Hours below are a class example, not a measured saving.
Each repeat task gets a score. The top task is the one to automate first.
Your team logs each request in a form. A person checks it before it saves.
You name who does the work, and who checks it.
Nov 17, 2026 to Dec 18, 2026. The case is the An Phat warehouse.
Phase 1 · Find the real problem
Nov 17, 2026. Rank the repeat tasks red, amber, or green. Choose one to fix.
Result: a ranked task listNov 20, 2026. Write the expected result first. Run one prompt on six sample rows. Fix the prompt, or stop.
Result: a six-row check logNov 24, 2026. Work on a copy. Mark all 8 bad date formats. Leave the original file alone.
Result: a clean working copyPhase 2 · Read documents and build the first workflow
Nov 27, 2026. Keep only the prompts that match the source documents. Progress check on the task you chose in Session 1.
Result: five tested promptsDec 1, 2026. A new row emails the owner. If no owner is listed, the backup gets the email.
Result: a reminder flow on the sandboxDec 4, 2026. Read an invoice. Write it to a sheet. Flag any mismatch. Progress check 2.
Result: a flag when the rows do not match, plus a person who checks it.Phase 3 · Collect data from the front line
Dec 8, 2026. Colleagues log one request without touching the master sheet. Optional: if the form saves before minute 70, add three counts: rows in, rows out, difference.
Result: one saved form rowDec 11, 2026. Run a counting script on a copy. A web app is not required.
Result: a row-count scriptPhase 4 · Write the plan and demo it
Dec 15, 2026. Save one unchanged line first. Name the owner and the backup. Progress check 3. Hours stay a class example, not a measured saving.
Result: a one-page plan and a testDec 18, 2026. Does it run? Who uses it? What happens when it breaks?
Result: a demo and one slide
Distribution Center Assistant, Nestlé
Import–Export intern, the LEGO Group
Logistics and Supply Chain Management, Foreign Trade UniversityFocus: optimization and automation