Aviation

Predictive maintenance - Aviation Toolbox

92 AI and robotics tools for MROs, operators, parts suppliers and FBOs. Each link goes to the vendor's official site.

AHEAD

Embraer

Aircraft Health Analysis and Diagnosis uses analytics and AI on sensor data, aircraft history and environment to predict E-Jet maintenance needs.

Predictive maintenance

Collins Aerospace

Watches aircraft health, tracks an AOG and groups repeat defects written in free text.

Predictive maintenance

Avathon

Predicts which components are wearing out and guides a technician through the diagnosis.

Predictive maintenance

Lufthansa Technik

Predicts component failures from flight data and can send the next action into AMOS or Trax.

Predictive maintenance

Veryon

Groups repeat defects, flags suspect parts and drafts a summary a reliability engineer can check.

Predictive maintenance

Honeywell Aerospace

Watches engine data such as vibration and temperature and flags parts that may fail next.

Predictive maintenance

Boeing Global Services

Lets airline engineers build maintenance alerts from flight data without writing code.

Predictive maintenance

StandardAero

Predictive maintenance and reliability tools that use AI, machine learning and digital twins to analyze engine failure modes and inform work scoping.

Predictive maintenance

AFI KLM E&M

Reads aircraft sensor data and warns of a fault tens of flights before it happens.

Predictive maintenance

Skywise (Airbus)

Predicts faults from Airbus fleet data and spots defects that keep coming back.

Predictive maintenance

Virtualitics

Predicts which aircraft are ready to fly and suggests a schedule from maintenance data.

Predictive maintenance