Black smoke could be seen from the shoreline as a boat near Wellington's Island Bay caught on fire.
Police were notified of the event at around midday on Wednesday.
Police told RNZ a fishing boat crew got four adults off the launch who were then transferred to a police launch.
The launch was a private vessel, and all passengers on board were safe and assessed by ambulance.
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