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Boeing, Pelico test AI to speed C-17 heavy maintenance

Boeing, Pelico test AI to speed C-17 heavy maintenance

3 Key Points

  1. What happened

    Boeing Global Services has signed a memorandum of understanding with AI data optimization specialist Pelico to explore AI-enabled scheduling, supply chain coordination, and workflow automation for C-17A Globemaster III heavy maintenance planning and execution.

  2. Why it matters

    The collaboration aims to shorten depot maintenance cycles, improve fleet availability, and deliver more predictable aircraft turnaround times by replacing spreadsheet-based processes with Pelico's Manufacturing Orchestration Platform—a real-time digital workspace that consolidates supply, engineering, planning, and depot operations. Boeing said an earlier deployment of the platform in its commercial spare parts operations already demonstrated the concept successfully.

  3. What to watch

    The agreement establishes a phased evaluation framework with potential to expand the technology across other Boeing heavy maintenance programmes if the trial proves successful. The companies will assess predictive shortage management, dynamic maintenance prioritization, and agentic AI workflows to automate routine approvals and supplier communications.

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Context & Analysis

Boeing Global Services and Pelico's collaboration reflects a broader industry shift toward digitizing maintenance operations, particularly for legacy military platforms like the C-17A that rely on complex, labor-intensive depot cycles. The memorandum of understanding signals Boeing's confidence that AI-driven workflow optimization—tested and validated in its commercial spare parts division—can deliver measurable operational improvements at scale. By consolidating supply, engineering, planning, and depot data into a single workspace, the platform aims to eliminate the bottleneck of fragmented spreadsheet-based scheduling and supplier coordination that typically extends maintenance timelines. The phased evaluation framework and conditional expansion pathway suggest Boeing is adopting a measured approach to validate outcomes before committing to wider rollout across other heavy maintenance programs.

FAQ
What is Pelico's Manufacturing Orchestration Platform designed to do?
The platform brings together supply, engineering, planning, and depot operations in a single digital workspace, replacing spreadsheet-based processes with a real-time view of material shortages, maintenance priorities, and production constraints.
Has Pelico's platform been used successfully before?
Yes; an earlier deployment of Pelico's platform in Boeing's commercial spare parts operations successfully demonstrated the concept and has since been extended.
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