5 Critical AI Predictive Maintenance Pitfalls and How to Avoid Them

5 Critical AI Predictive Maintenance Pitfalls and How to Avoid Them Every failed AI project has a story. The predictive maintenance pilot that identified hundreds of "failures" that never happened. The sophisticated neural network that somehow missed the catastrophic bearing failure it was specifically designed to catch. The system that worked perfectly in testing but completely collapsed when deployed to production equipment. These failures share common patterns.