{"stable_id":"998d52ef6cfae435","slug":"easyjet-skywise-predictive-maintenance","company":"easyJet with Airbus Skywise","workflow_name":"Skywise Fleet Performance+ predictive maintenance","function_code":"logistics","pattern_codes":["threshold_as_control","continuous_decisioning"],"changed_assumption":"That maintenance teams should act only on fixed thresholds, pilot reports, or component failure.","evidence_strength":"reported","publication_tier":"showcase","freshness":"current","reviewed_at":"2026-08-23","updated_at":"2026-08-22","source_quality_summary":"1 primary, 1 vendor; publication outcomes are reported.","caveat_summary":"Airbus/easyJet-reported counterfactual estimates; no independent audit of avoided cancellations was located.","freshness_caveat":null,"workflow_summary":{"before":[{"actor":"Aircraft systems and crews","action":"Generate fault indications after thresholds are breached or components fail.","actor_type":"control"},{"actor":"Maintenance team","action":"Diagnose the fault under schedule pressure and repair the grounded aircraft.","actor_type":"human"}],"hinge":"That maintenance teams should act only on fixed thresholds, pilot reports, or component failure.","after":[{"actor":"Skywise predictive models","action":"Analyze aircraft sensor and maintenance data to predict impending component failures.","actor_type":"system"},{"actor":"Maintenance team","action":"Validate the alert and replace or inspect the component during a convenient maintenance window.","actor_type":"human"}],"decision_mode":"shared","decision_marker":"Human sets the threshold; AI decides each instance"},"before":[{"order":1,"actor":"Aircraft systems and crews","action":"Generate fault indications after thresholds are breached or components fail.","handoff_to":"Maintenance control","control":"Reactive and scheduled maintenance"},{"order":2,"actor":"Maintenance team","action":"Diagnose the fault under schedule pressure and repair the grounded aircraft.","handoff_to":"Operations","control":"Airworthiness procedures"}],"after":[{"order":1,"actor":"Skywise predictive models","action":"Analyze aircraft sensor and maintenance data to predict impending component failures.","handoff_to":"easyJet maintenance team","control":"Predictive alert"},{"order":2,"actor":"Maintenance team","action":"Validate the alert and replace or inspect the component during a convenient maintenance window.","handoff_to":"Flight operations","control":"Licensed engineering and airworthiness authority"}],"decision_rights":"Skywise alerts; licensed maintenance personnel decide inspection, replacement, release to service, and deferral.","exception_path":"Unconfirmed alerts can be monitored or dismissed under engineering procedures; conventional fault and scheduled-maintenance processes remain active.","removed_work":["Some emergency diagnosis after in-service failure","Avoidable cancellations caused by unanticipated component faults"],"outcomes":[{"metric":"Flight cancellations avoided through predictive monitoring","baseline":"Expected disruption from unscheduled component failures without SFP+ alerts","result":"44 cancellations avoided in July 2024 and 35 in August 2024","period":"July-August 2024","scale":"easyJet A320-family fleet using Skywise Fleet Performance+","attribution_caveat":"Airbus/easyJet-reported counterfactual estimates; no independent audit of avoided cancellations was located.","evidence_label":"reported"}],"executive_lesson":"The model's value depends on connecting prediction to a maintenance window, parts availability, and licensed release authority.","anti_pattern":"Counting every alert as an avoided cancellation or allowing a model to make airworthiness decisions.","questions_for_leaders":["What fraction of alerts leads to confirmed findings?","Can parts and labor act within the warning window?"],"collections":[],"bundle_version":"1.0.0","bundle_fingerprint":"sha256:c23c6cc2b88153d008ea8fda928f632ce0011fc2d4c5036672a16e5d895bab93","canonical_url":"https://brianletort.ai/transformations/easyjet-skywise-predictive-maintenance"}