Bureau Veritas - Guidelines For Machine Learning Systems

🚢 Guiding the Future of Machine Learning in Maritime & Beyond

In our June session Berenice Le Glouanec shared the newly released NI692 Guidelines for Machine Learning Systems by Bureau Veritas | Marine & Offshore: https://lnkd.in/enrc5A4Y

As Machine Learning (ML) becomes central to navigation support, condition monitoring, and energy efficiency, the NI692 offers a structured framework for the safe, responsible, and effective use of ML technologies—aligned with evolving international and European standards.

🔍 What’s inside?
Operational context & system design
Risk & bias assessment methodologies
Data governance and integrity safeguards
Transparent model development & validation
Post-deployment monitoring and human oversight

📌 Key principles:
Transparency breeds trust
Planning for failure builds resilience
Human oversight remains essential

As AI continues to transform the maritime sector, this guidance is a vital step forward for safe and ethical adoption.