AI-Guided ROV/AUV Structural Displacement of Inspection Work
#1Classification societies DNV, Bureau Veritas, Lloyd's Register, and ABS have each updated their rules in the 2020–2025 period to formally accept uncrewed system inspection data — including AI-analyzed sonar and visual imagery — for class survey credit. Concurrently, the cost of capable inspection AUVs has dropped by over 60% since 2015, and AI defect-detection software (from vendors including Coda Octopus, 2G Robotics, and Rovco's VisionTrack platform) now achieves false-negative rates on corrosion detection below 5% in controlled trials. The combination of regulatory acceptance and cost collapse removes both the legal and economic rationale for deploying human divers on routine inspection campaigns.