Leading AI-powered data collection and analysis platform, Kaiko Systems, is warning that unreliable operational data is emerging as a major commercial risk in shipping, particularly for smaller fleet operators.

Issues such as unsynchronised reports, missing maintenance records, and inconsistent fuel or emissions data are no longer minor technical problems. As regulatory requirements tighten, they are driving inefficiencies, compliance gaps, and financial losses.

“What used to be small technical issues are now directly impacting commercial performance,” said Fabian Fussek, Co-Founder and CEO of Kaiko Systems.

Smaller fleets are especially exposed due to tighter margins, leaner teams, and reliance on legacy or fragmented systems. Even minor data failures can result in failed inspections, lost fixtures, and reduced competitiveness.

“For smaller operators, a single malfunction can quickly become a commercial issue,” Mr Fussek adds. However, he is keen to stress that smaller fleets are not disadvantaged because of their size. “They’re disadvantaged when their systems can’t scale with the growing regulatory and commercial complexity. The future will reward those who can trust their own data.”

With ESG reporting, CII ratings, EU ETS, and FuelEU shaping chartering decisions, data reliability is fast becoming a key differentiator. Charterers increasingly favour operators who can provide consistent, auditable data.

Mr Fussek adds: “At Kaiko Systems we consistently hear from smaller operators they don’t want flashier technology, they need systems that work, reliably, every time, and grow with their business. They want tools that reduce complexity, not add to it, real-time insights that are trustworthy, automation that actually frees up human decision-making and technical support that doesn’t vanish once the sale is complete.”

In today’s competitive market, Mr Fussek says that doing nothing means falling further behind. “As larger players continue to invest in robust infrastructures, advanced analytics, and resilient platforms, smaller fleets that fail to modernise aren’t just losing efficiency, they are losing relevance. The cost of inaction is no longer invisible, it is commercial.”