As enterprises evolve from isolated AI assistants to domain-specific multi-agent systems, scaling innovation without overloading central teams becomes critical. In this session we will share how BASF Coatings addresses this with MAUI (Multi-Agent Universal Interface), a Databricks-native platform that enables business to build, operate, and scale multi-agent solutions within a unified enterprise framework.