Fabrice Brion, I-care reliability

In this candid "IMC Rap Talk," Fabrice Brion challenges a foundational concept of the reliability world: the P-F Curve. He argues that since up to 90% of failures are random, periodic monitoring based on the P-F curve is a flawed strategy.

He explains the essential role of AI in transforming vast amounts of data into actionable information, and why the decreasing cost of technology now makes continuous monitoring accessible for any asset—not just the most critical. Drawing on data from 545,000 assets, he reveals the top causes of failure and details the three key factors—amplitude, frequency, and sampling rate—that are critical for effective continuous monitoring.