Plenty of my former coworkers have evolved into lifelong substantial friendships.

What started with smalltalk evolved into conversations over lunch which then afforded after work socializing which then led to actively scheduling time for shared interests. All of those provided ample opportunity to learn almost everything about that person and open the door to a deep friendship when mutually desired.