The documented deployments sit at conglomerate scale: AI welding lines in Korea, digital-twin yards in China, a governed smart yard in Singapore. No smaller-yard or boatbuilder AI deployment case has surfaced anywhere in the region, so what reaches a family yard today is different: adoption rails, subsidised training, readiness scoring, and the public tools staff already use in the office. The readiness index tells a firm how ready it is; it does not write the tool register, the classification rule or the checkpoint map a counterparty asks to see.
The discipline is scale-free. A written AI use policy, an approved-tools register, the rule on what never enters an external tool, and named human checkpoints before output reaches a client, a class surveyor or a quote: those artefacts are what an insurer, a charterer or a defence counterparty asks for, and they are the same documents an export-control review recognises first when drawings move to a facility or supplier across the region.