AI for European shipyards and boat builders.

The Global Order Book 2026 puts Azimut Benetti first in the world with 163 yachts under construction, 23 percent of the global market by length, and Sanlorenzo second with 130, so the production decisions that set the sector's pace are made in Italy.

Turkey carries a record 146 superyacht projects underway or ordered, with the Antalya Free Zone accounting for roughly 80 percent of production, and a hull bound for an EU owner travels under the Recreational Craft Directive, the EU's conformity regime for craft from 2.5 to 24 metres, with an AI documentation trail soon beside it.

Recreational craft sit inside Annex I of the AI Act, the EU's law on artificial intelligence, so an AI system serving a safety function carries conformity assessment, technical documentation, human oversight and post-market monitoring into the same notified-body process the CE marking already runs through, on a timetable that has moved and needs confirming at contract time.

Under the revised Product Liability Directive a manufacturer stays liable where a later software update introduces a defect, which carries the after-sales tail into liability territory for the life of the update stream, and the technical file becomes the defence the courts expect to see.

The AI Act has expected AI literacy from organisations deploying AI since February 2025, which makes a documented training record a regulatory artefact for a European yard, from the estimating office to the floor.

MB92 Barcelona runs a 4,800 tonne shiplift, La Grande Forme at La Ciotat holds the world's largest superyacht dry-dock capacity, STP Palma anchors the Balearics, and the 30 to 50 percent overrun consensus most refit quoting carries was largely measured on this coastline.

Benetti took the rollout formal in late 2025: AI across logistics, planning, production engineering and safety at the Livorno yard, built with a university consortium, with the first systems live before the year's end, including automated incoming-material controls and a three-year-plan simulator. The board question that follows is who signs off before machine output reaches the floor.

Nine out of ten marine businesses report concern about the skilled-labour shortage and 52.1 percent already report direct revenue loss from it. The deeper cost sits behind the headcount: the methods a retiring shipwright carries were never written down, so a departure removes a pair of hands and some of the yard's memory of how the job is done. Capturing that knowledge is the highest-return AI project a heritage yard holds, once the data boundary exists to do it safely.

Austal alone is seeking about a thousand additional staff, and the wider precinct build-outs target thousands more. Every welder, fabricator and marine electrician a defence prime signs is one a private yard loses or pays more to keep, and the choice bites hardest in a soft quarter.

Across the industry, refit projects routinely run 30 to 50 percent over originally quoted scope, driven by what opening the vessel reveals and by thin specification. Variations recover margin and cost client relationships in the same motion. The estimator's spreadsheet is the highest-leverage document in the building, and it is usually one person's.

Engines, gensets and electronics still arrive on quarters-long lead times, and 42.1 percent of marine businesses carry project delays and backlogs. A part that misses the haul-out window can strand a vessel on hardstand for weeks, with the bay booked behind it.

The welding-fume exposure standard was cut from 5 to 1 mg/m³ in January 2024, and enclosed-hull welding can exceed the new limits several times over without engineered ventilation. A tightening arrives as monitoring, documentation, hot-works permits and training records, administered by the same office that runs the schedule.

Defence-security obligations, AUKUS-grade controls and export certification lanes assume information stays where the contract put it. One contract-controlled specification pasted into a public chatbot is a conversation with Defence nobody wants to have. A written classification rule, briefed to the office and the shed, is the single control that holds that line.