AI and MLOps in MRO and SCM - Revolutionizing DoD Maintenance with Machine Learning (ML) and DevOps - MLOps
This paper focuses on how MLOps can revolutionize DoD maintenance across all three levels: organizational, intermediate, and depot. It explores the benefits of a single COTS MLOps application, such as predictive maintenance, optimized schedules, inventory management, and quality control.
Revolutionizing DoD Maintenance with MLOps
The DoD can greatly improve its MRO processes using Machine Learning (ML) and MLOps. A single, Commercial Off-The-Shelf (COTS) MLOps application can streamline maintenance across all three levels, resulting in predictive maintenance, optimized schedules, better inventory management, enhanced quality control, and logistics optimization.
Key benefits include:
Reduced costs and improved decision-making
Increased equipment reliability
Data standardization and efficient model deployment
By moving to modern technologies like AI and MLOps, the DoD can achieve operational excellence. Integri provides expertise in AI, cloud engineering, and cybersecurity to help achieve this.
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