Why Fleet Performance Culture Cannot Be Purchased
Buying a performance monitoring platform does not buy you a performance culture. This talk argues that the value of fleet data is unlocked by the people and habits around it — and looks at what actually changes behaviour on board and ashore.
A presentation given at the People Tech Maritime conference at the Eugenides Foundation in Athens, on why fleet performance is an organisational capability rather than a product: the most advanced monitoring system delivers nothing if the people responsible never act on it.
What the talk covers
- The trap: a company buys a state-of-the-art monitoring system, and six months later the dashboards "collect digital dust." The gap is rarely technical — it's ownership and motivation.
- Performance is a triangle of three interdependent pillars: a trustworthy information backbone, expert interpretation, and genuine organisational commitment. Remove one and the structure collapses.
- Garbage in, garbage out: reliable data needs proper architecture, calibrated sensors, rigorous verification, and embedded domain expertise — on some audited fleets nearly half the operational data was compromised in ways no dashboard would flag.
- ISO 19030 vs AI/ML: the transparent, reproducible standard versus raw machine-learning power — but neither runs without someone who understands the physics. A model with excellent error metrics once predicted less fuel sailing into a headwind; the strongest approach is hybrid — algorithms find the patterns, experts decide which are real.
- Change is human and slow: sustained, expert-led engagement over quarters and years. Collaboration produces adoption, imposition produces resistance — shown through weather-routing and generator-threshold examples where crews embraced the tools once they helped build them.
After the presentation, the topic was discussed further in a panel — you can watch the panel discussion on YouTube.