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Manufacturing & AIDemonstration
PREDICTIVE MACHINE MAINTENANCE
Problem:Unexpected equipment failures caused catastrophic line halts, costing $45k/hr.
Solution:Deployed acoustic and thermal computer vision sensors for pre-failure anomaly detection.
Business Impact & ROI:Eliminated unplanned downtime entirely over an 18-month period.
18mo
Zero Unplanned Downtime
Acoustic & thermal AI
$2.8M maintenance savings
15% longer lifespan
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