Business challenge

• Intelligent medical devices record logs during operation
• Manufacturer gets service calls when device malfunctions, causing downtime and customer dissatisfaction

Solution

• Utilized past log files and failure cases to develop an automatic log file-based failure prediction system
• System notifies customer service when a component is likely to fail soon

Business benefit

• Device serviced before failure, downtime avoided, improving customer satisfaction