Aircraft Predictive Maintenance demo
Turns aircraft health-data warnings into planned work for maintenance control and engineering 1:31
What the demo shows
Turns aircraft health-data warnings into planned work for maintenance control and engineering
The night's warnings stream down the left of the screen and condense, stage by stage, into a short list of decisions on the right: 1,240 warnings from 268 aircraft become 612 repeats folded, 388 harmless messages set aside by rule, 142 linked to open work, and 98 signals in 31 patterns: 7 proposed tasks and 24 to watch. Every stage opens to show exactly what it removed and why, and any message can be pulled back. Each task shows its trend against the fleet with the earlier failures it resembles overlaid, what a check agent tried to explain it away, and where the aircraft will be when the work fits. Eight agents do the work: intake, triage, trend, check, planner, parts, feedback and outcome. The maintenance controller accepts, defers or dismisses each task with a reason code and signature; tasks below 0.80 go to the reliability engineer first; dismissals become rules only when the reliability engineer approves and the Director countersigns; and the outcome agent records whether each prediction was right from the shop's teardown.
Transcript
- Aircraft Predictive Maintenance turns health-data warnings into planned work for maintenance control.
- A fleet sends 1,000 warnings a night, and a grounded widebody can cost $150,000 an hour.
- Overnight, the agents condense them stage by stage, and every stage shows exactly what it removed and why.
- Seven tasks remain. An 841-CV's left generator has run hotter for 11 flights.
- lights. Its curve matches two earlier failures, and a check agent rejected three harmless explanations.
- The planner found the slot, Denver Tonight, before the flight to London.
- Rosa accepts with a reason code and her signature.
- The night shift gets the work order.
- Dismissals teach the agents.
- Each new rule is replayed on 90 days first.
- Every value is cited.
- Every decision signed, every step logged.
- The teardown confirmed it.
- An estimated $412,000 and 31 grounded hours avoided.
- Built on Botminds: agents, data, screens, and governance on one platform.
Transcribed from the film’s narration. Captions are on the player.