GE Aerospace

How they deploy

Deployment model

GE Aerospace runs AI through a central data and digital organization plus teams in its businesses and research centers. The Digital Technology function under CIO David Burns runs the technology infrastructure and applications; Anton Groom joined from Merck as Chief Data & AI Officer in Aug 2026, CDO Magazine reported; and a global data sciences team led by Dinakar Deshmukh from Cincinnati, the company's largest concentration of AI talent, built AI Wingmate. GE Aerospace Research in Niskayuna, New York, and the John F. Welch Technology Centre in Bengaluru develop AI for inspection, design and materials, and the Services Technology Acceleration Center near Cincinnati, about 75 technicians and engineers, proves AI and robotic inspection before shops adopt it. A cross-functional AI board, meeting every two weeks, coordinates AI developments and deployments.

Model providers

GE Aerospace launched AI Wingmate on OpenAI's GPT-4 through Microsoft's Azure OpenAI Service, and chose GPT-4 over cheaper options despite a much higher cost, Dinakar Deshmukh said in Nov 2024; GE Aerospace has not said which models run behind Wingmate today. Palantir's AIP runs AI agents in select supply chain functions (Mar 2026). For engineering and maintenance, GE Aerospace builds its own models: computer vision for blade and disk inspection, predictive models for shop workscopes and engine health, a multi-modal engineering assistant trained on 30 years of non-conforming hardware data, and a generative design app at GE Aerospace Research.

Data and infrastructure

GE Aerospace runs AI Wingmate on Microsoft's Azure AI, including Azure OpenAI Service, inside its own network (Sep 2024): a virtual private cloud with every pipeline in and out encrypted, a back-end service Microsoft built and GPU capacity Microsoft set aside for the app (Nov 2024). Mailbox.AI, the fleet support email classifier, sits in GE Aerospace's secure cloud (Jun 2026), white light robot inspection records each part's condition in the cloud, and Waygate's InspectionWorks Insight cloud stores borescope results. For design simulation, GE Aerospace has won more than 3 million hours since 2022 on the U.S. Department of Energy's Frontier and Aurora supercomputers (Feb 2025). Customer Experience Centers in Cincinnati and Shanghai watch real-time fleet data with analytics, AI and machine learning around the clock, and David Burns said in Aug 2026 that GE Aerospace is still preparing its core transactional systems and databases for AI.

Leadership

AI, data and platform leaders

AI org map

Central digital, data and AI teams, an AI board, and AI built in research centers and the engine shops

GE Aerospace added a Chief Data & AI Officer, Anton Groom, in Aug 2026, CDO Magazine reported; GE Aerospace has not published the role's remit or reporting line. CIO David Burns leads the Digital Technology function, a global data sciences team under Dinakar Deshmukh builds enterprise tools such as AI Wingmate, and a cross-functional AI board coordinates AI work. GE Aerospace Research and the Services Technology Acceleration Center develop AI for design and inspection that the Commercial Engines & Services shops then adopt. GE Aerospace folded its Technology & Operations team into Commercial Engines & Services under Mohamed Ali, announced on Jan 15, 2026.

GE Aerospace has not published how many people work on AI. GE Aerospace's AI talent sits in a global data sciences team led from Cincinnati, the company's largest concentration of AI talent, which a 2026 award bio puts at more than 150 people in six countries; GE Aerospace Research in Niskayuna, New York, with more than 750 researchers across 31 labs (Oct 2025); the John F. Welch Technology Centre in Bengaluru, where engineering, research and data science work on AI side by side; and the Services Technology Acceleration Center near Cincinnati, a staff of about 75 that matures AI and robotic inspection for the shops (Mar 2026).

Use cases

GE Aerospace has named more than a dozen AI tools in production, most of them in engine maintenance, repair and overhaul (blade and disk inspection, workscope forecasting, records checks), plus supply chain agents on Palantir's AIP, AI on defense engine production lines, a generative AI proposal tool in sales, fleet support email triage and AI Wingmate for every employee. GE Aerospace has not published a business return credited to AI for any use case, in cost, revenue or headcount terms; it reports operational results such as inspection times halved and shop turnaround cut by 5-7 days, and gives no firm-level figure for AI.

Adoption

GE Aerospace spread AI in layers: machine learning in engine monitoring and predictive maintenance for about a decade, AI-guided inspection in the shops from 2024, AI Wingmate for every employee from Jun 2024, and AI agents in the supply chain by 2026. AI Wingmate went from a first batch of 2,000 users four weeks into the build to all of GE Aerospace's roughly 52,000 employees, logged about 500,000 queries, searches and other interactions by Sep 2024, and counted 14,000 active users and more than 1 million prompts by Nov 2024; GE Aerospace has published no usage figure since. In the shops, the AI Material Assistant moved from Celma and Malaysia in 2025 to Lafayette, Indiana by Apr 2026, and GE Aerospace plans an AI Center of Excellence in Singapore.

By the numbers

Economics & controls

Recent signals

1. Oct 20, 2026

   Larry Culp said on the Q3 2026 call that an AI-enabled tool at Celma automates technical records for each CFM56 shop visit, cutting record processing time by about 25%, as shop turnaround fell by more than a week since the end of 2025.

   Q3 2026 earnings call transcript

2. Oct 1, 2026

   GE Aerospace said technicians applied AI on the F404 and F110 production lines in 2026 to spot supply chain risks earlier, and that it is deploying agentic AI with Palantir in aircraft sustainment and its own production.

   GE Aerospace

3. Sep 21, 2026

   GE Aerospace announced a $225 million modernization of its Niskayuna research center, which it describes as the hub for its work in AI, autonomy, robotics and advanced materials.

   GE Aerospace

4. Aug 6, 2026

   CIO David Burns told CIO.com that GE Aerospace started its generative AI push with 14 big business problems, and cited AI tools in sales proposals, part inspection data entry and LEAP parts forecasting at Lafayette.

   CIO.com

5. Aug 5, 2026

   CDO Magazine reported that GE Aerospace had appointed Anton Groom, previously Merck's chief AI officer, as Chief Data & AI Officer.

   CDO Magazine

6. Jul 16, 2026

   Larry Culp called AI a force multiplier for FLIGHT DECK and said AI automation halved supplier demand signals and cut processing time by nearly 90% across 190 turbine airfoil parts.

   Q2 2026 earnings call transcript

7. Jun 11, 2026

   GE Aerospace named Judson Althoff, CEO of Microsoft's commercial business, to its board effective Jun 24, 2026, with Larry Culp citing plans to expand the company's use of AI.

   GE Aerospace

8. May 19, 2026

   GE Aerospace Research showed a generative AI app that produced a preliminary hypersonic ramjet design meeting all requirements in seconds, and Joe Vinciquerra said GE Aerospace is all-in on AI.

   GE Aerospace

9. Apr 21, 2026

   Larry Culp said GE Aerospace expanded its AI Material Assistant, which predicts LEAP shop-visit workscopes nine months ahead, to its Lafayette, Indiana facility.

   Q1 2026 earnings call transcript

10. Apr 7, 2026

    Waygate Technologies and GE Aerospace released automated, AI-assisted borescope inspection templates for GEnx engines under their joint technology agreement.

    GE Aerospace

11. Mar 12, 2026

    GE Aerospace and Palantir expanded their partnership to GE Aerospace's production system, with Palantir's AIP running AI agents across select supply chain functions.

    GE Aerospace

12. Feb 24, 2026

    The Defense Logistics Agency awarded GE Aerospace its first digitally enabled J85 contract, under which GE Aerospace and Palantir apply AI to predict parts demand for the T-38 fleet.

    GE Aerospace

13. Feb 3, 2026

    GE Aerospace announced up to $300 million for engine repair in Singapore, including an AI Center of Excellence for automated inspection and predictive maintenance.

    GE Aerospace

14. Jan 29, 2026

    Larry Culp's 2025 annual report letter said the AI Material Assistant cut turnaround by more than five days at Celma and Malaysia and that wider AI use in 2026 would accelerate FLIGHT DECK.

    2025 Annual Report

15. Jan 15, 2026

    GE Aerospace named Mohamed Ali to lead an expanded Commercial Engines & Services business that absorbs the Technology & Operations team, as Russell Stokes prepared to retire.

    GE Aerospace (Form 8-K)

Quick answers

How does GE Aerospace deploy AI?

GE Aerospace deploys AI mostly in engine services and supply chain: AI-guided blade and part inspection, a material assistant that forecasts LEAP shop-visit workscopes, and Palantir's AI platform in select supply chain functions. Every employee has had AI Wingmate, a generative AI assistant built with Microsoft on Azure OpenAI Service, since Jun 2024. GE Aerospace says it doubled its AI investment in 2026 and calls AI an accelerator for FLIGHT DECK, its lean operating model, but has reported no business return it credits to AI, only operational gains.

What does GE Aerospace use AI for?

GE Aerospace has named more than a dozen AI tools in production, most of them in engine maintenance, repair and overhaul (blade and disk inspection, workscope forecasting, records checks), plus supply chain agents on Palantir's AIP, AI on defense engine production lines, a generative AI proposal tool in sales, fleet support email triage and AI Wingmate for every employee. GE Aerospace has not published a business return credited to AI for any use case, in cost, revenue or headcount terms; it reports operational results such as inspection times halved and shop turnaround cut by 5-7 days, and gives no firm-level figure for AI.

Who leads AI at GE Aerospace?

AI at GE Aerospace is led by Anton Groom (Chief Data & AI Officer (from Aug 2026)); David Burns (Chief Information Officer); Dinakar Deshmukh (Vice President, Data Sciences and Analytics). Ownership of AI on the org chart: Chief Data & AI Officer Anton Groom (Aug 2026) and CIO David Burns; a cross-functional AI board.

What AI platform does GE Aerospace use?

AI Wingmate, an internal generative AI chat app GE Aerospace built with Microsoft in spring 2024 and launched in Jun 2024, runs inside the company's virtual private cloud; Palantir's AIP runs in select supply chain functions (Mar 2026).

Which AI models does GE Aerospace use?

AI Wingmate launched on OpenAI's GPT-4 through Microsoft's Azure OpenAI Service, with GPU capacity Microsoft set aside for GE Aerospace (2024); GE Aerospace Research builds its own computer vision, predictive and generative design models.

How many GE Aerospace employees use AI?

AI Wingmate opened to all of GE Aerospace's roughly 52,000 employees in Jun 2024 and logged more than 1 million prompts from 14,000 active users in the 150-plus days to Nov 2024.

How far has AI spread at GE Aerospace?

GE Aerospace has reported no business return it credits to AI, for any use case or at the firm level: its earnings calls and 2025 annual report give operating gains instead, such as shop turnaround cut by more than five days where the AI Material Assistant runs (Jan 2026) and record processing time down about 25% at Celma (Oct 2026), and credit AI only together with FLIGHT DECK for shorter overall turnaround and higher F110 output. GE Aerospace has reported a company-wide rollout: CIO David Burns announced AI Wingmate for its roughly 52,000 employees (Sep 2024), and Dinakar Deshmukh, whose team built it, put use at 14,000 active users and more than 1 million prompts (Nov 2024), the last usage figure published. GE Aerospace is therefore at Piloting; AI-credited returns in two or more functions, or a firm-level AI figure, would move it to Scaling.

Open questions

• How many GE Aerospace employees use AI Wingmate today, given that the last published figure, 14,000 active users, dates from Nov 2024?
• Which models run behind AI Wingmate now that GPT-4 has been superseded, and does GE Aerospace use models beyond those on Azure OpenAI Service?
• What does Chief Data & AI Officer Anton Groom own, whom does he report to, and who chairs GE Aerospace's AI board?
• What dollar amount does GE Aerospace's 2026 doubling of AI investment represent, what does it spend on Microsoft and Palantir, and how much of its roughly $3 billion R&D goes to AI?
• What business return, in cost, capacity or revenue, do GE Aerospace's deployed tools deliver, such as the Blade Inspection Tool, the AI Material Assistant, Palantir AIP and Mailbox.AI?
• Where does Palantir's AIP run for GE Aerospace, which language models does it use, and how is export-controlled defense data kept separate?
• Do GE Aerospace's software engineers use AI coding assistants beyond the Indianapolis example, and which ones?
• Did the certification document review agent and the Jan 2025 hackathon prototype move from pilot into production?
• How many data scientists and AI engineers does GE Aerospace employ, and how are they split across Cincinnati, Niskayuna and Bengaluru?
• When will the Singapore AI Center of Excellence open, and what will it build first?

Sources