Highlights:
• Local governance involves power relations.
• Civil society organizations that act as brokers can facilitate exchange, but also can reinforce hierarchy.
• Social Network Analysis allows to capture networks of urban actors working on diversity and inclusion.
• Rotterdam's model of governing has led to instability for civil society organizations working on inclusion and diversity.