For water utilities, AI is not about chatbots or image generation. It is about interpreting sensor signals from complex, buried infrastructure. This article explores how domain-specific machine learning trained on real network data can help detect emerging leaks, reduce false alarms and support earlier operational decisions.

Adelitics exists because we’re not comfortable with “trust us” technology. For more than a decade, our team has been developing and validating domain-specific machine learning and signal analytics for water networks, not just using generic AI tools.