A structured, repeatable reporting workflow that eliminates manual extraction steps, standardizes monthly outputs, and reduces turnaround time across operational review cycles.
| Task | Before (Manual) | After (Structured) | Time Saved |
|---|---|---|---|
| Data collection & entry | 3–4 hrs | 45 min | ↓ ~75% |
| Data extraction & formatting | 2–3 hrs | 20 min | ↓ ~85% |
| Validation & error checking | 1–2 hrs | 15 min | ↓ ~80% |
| Report formatting & publishing | 2 hrs | 10 min | ↓ ~92% |
| Total per cycle | 8–11 hrs | ~90 min | ↓ ~82% |
| ID | Date | Location | Category | Inspector | Findings | Result | Actions |
|---|