You can update the point person using the batch updater. Here's the steps.

1. Filter for everyone with that current point person.

2. Use the 'Actions' drop down to add them to a list.

3. Open the list and go to Batch Update > People. 

4. Choose the new point person and run the update.

You can read more about batch updating here.