19% certified mechanic deficit by 2028 accelerates prognostics adoption
Aircraft Health Monitoring System Market 2025 to 2032: Prognostics-Driven Fleet Management and the Technician Supply Gap →Boeing's updated 2026 outlook projects need for 728,000 new maintenance technicians worldwide, including 123,000 in North America and 165,000 in Europe. Airlines and MROs are deploying AI-enabled AHMS prognostics to offset an expected 19% deficit in certified mechanics by 2028, shifting maintenance from periodic inspection to condition-based monitoring. This expands the addressable market (7.4%–8.8% CAGR) but also signals tightening MRO labor costs.
Severity: how big the impact would be if this plays out.
Likelihood: how probable the engine judges it is to happen or persist.
Spend exposed: the share of your annual category spend this flags.
Lock in AHMS/prognostics vendor contracts early and assess MRO labor exposure
Rising technician scarcity will increase both AHMS demand and purchased MRO labor costs through 2028.
Qualify suppliers with localized sensor sourcing strategies
Manufacturers cite tariffs, component delays, and supply bottlenecks in engine and structural sensors, and are diversifying sourcing.
Source · moomoo.com
Source · 360aviationlife.com