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Charles River Analytics is developing predictive maintenance technology for the US Navy's ship systems, backed by $6.6 million in contracts from NAVSEA over 8.5 years. This AI-driven technology aims to enhance reliability by predicting failures and optimizing resource allocation, with a prototype set to be deployed on a Naval ship to improve operational readiness and reduce unnecessary maintenance.