Unreliable data becoming major risk

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.