OpenAI-powered predictive maintenance for aircraft engines: 6-model ML ensemble predicts Remaining Useful Life, SHAP explains why, and an AI orchestrator with live Web Search investigates further — turning raw predictions into source-attributed engineering answers, built entirely solo.