To achieve the overarching goal of reuniting the calf with its family in the wild, he needed to be moved to a place for rest and assessment.
"This is an unprecedented situation given the age of the calf. We are working with marine mammal experts and iwi to evaluate all the possible options.
The location of the sea water pool and future sea pen were being kept secret to avoid interactions with the whale and an exclusion zone had been set up.
Aneta Mitai spotted a pod of orcas swimming back and forth along Papamoa beach on Tuesday.
She quickly put in a call to the Orca Research Trust hotline to let the rescue team know.
"We have contacted DOC and let them know, they will hopefully be trying to reunite the whales," Ms Mitai said.
Mr Mitai said the orcas seemed to be circling the area when she first arrived at the beach around midday with her two-year-old son and two dogs.
"They were heading towards Maketu and then they reappeared approximately 45 minutes later heading back towards Mount Maunganui.
"They are very beautiful, majestic creatures," she said.
DOC did not comment or confirm that a pod of orcas had been spotted off shore in Papamoa.