Boeing and Microsoft launch AI tool to spot airplane repairs early

Boeing wants airlines to catch mechanical problems before a jet is grounded. On Tuesday, Oct. 20, the company announced Dataliner, an AI-powered platform built with Microsoft. It pulls an airline's maintenance and fleet data into one view, so teams can plan repairs instead of reacting to them.

What changed

Dataliner runs on Azure AI Foundry, Microsoft's platform for building AI applications. It moves airlines from reviewing data one aircraft at a time to studying a whole fleet. It adds two new Boeing products, TechOps AI Agent and Asset Lifecycle Planning. It also connects to three existing tools: Airplane Health Management, Insight Accelerator and Maintenance Performance Toolbox.

Airlines keep their data in their own systems and choose what they share with Boeing. Boeing says built-in access controls, encryption and monitoring help protect it.

Why airlines want it

Airlines are not short on data. General Electric estimated the global fleet produces 10 exabytes of flight, maintenance and operational data a year. The hard part is turning it into action, as Boeing's Lindsey Douglas said in the release.

Repairs are also getting harder to schedule. An industry report from IATA and Oliver Wyman said late deliveries keep older jets flying longer, and that could add $3.1 billion to airline maintenance costs in 2025. Some engine shop visits that once took 30 to 60 days were taking 300 days or more.

• US airlines' direct operating costs hit $98.41 per minute of taxi and flight time in 2025.
• Maintenance made up $18.35 of that per minute, according to Airlines for America.
• The aircraft order backlog topped 17,000 in 2024, up from about 13,000 a year from 2010 through 2019.

A crowded field

Boeing is not first. Airbus already sells fleet data tools through its Skywise unit. On April 21, Skywise signed JetBlue to use Fleet Performance+ across its A320 family and A220 jets. In a 2018 trial on 85 EasyJet aircraft, Skywise predicted 31 technical failures, which let engineers replace parts before faults occurred.

Others are moving too. Korean Air moved its maintenance and turnaround systems to Google Cloud. Qatar Airways launched AI Skyways with Accenture to predict disruptions hours in advance. The maintenance, repair and overhaul market was on track to reach nearly $120 billion in 2025 and top $150 billion by 2030.

What is not known yet

Boeing did not say how much money Dataliner could save airlines. It also did not name any airline customers in the material available. For travelers, the hope is fewer last-minute repairs and fewer delays. For now, that is a promise rather than a proven result.