School coordination / synthetic narrated review 42 seconds. Edited actual local captures and labelled generated school scenes. Fictional records. One manual plus five automatic assignments; approval cancelled. No customer result, time saving or message delivery. Listening review remains open. 0.14–3.19s: A teacher is away. Six lessons need cover. 4.14–8.68s: The coordinator reviews the affected lessons. These records are fictional. 10.14–14.93s: One assignment was made manually. This edit shows the earlier review screen. 17.14–21.29s: The tool filled the remaining five. The coordinator checks the result. 24.14–28.18s: All six assignments stayed in place after the page was reloaded. 30.14–35.76s: Approval stays with the coordinator. This demonstration opened the dialog, then cancelled. 36.14–40.36s: Which coordination task slows your team down? Tell us what you need.