Build bridges

To create connections, improve relationships, or establish communication between different groups or individuals who may be in conflict or estranged.

This phrase uses the literal function of bridges - connecting separated areas - as a metaphor for human relationships. The metaphorical usage became popular in the mid-20th century, particularly in diplomatic and social contexts where reconciliation was needed.