In Episode 2 of I Speak Subsea, host Kyle Puls is joined by John Kalfayan (collide.), along with Trey Vincent and Luciano Pinheiro from Aquila, for an in-depth conversation on AI in offshore operations.

This episode moves past the buzzwords to unpack what AI actually is, how it differs from traditional automation, and where it delivers real value offshore. The discussion spans data quality, safety workflows, decision support, and why human expertise remains central in high-risk, high-consequence environments.