<h1>Trusted services partnership enables Snowflake-native marketing mix modeling to optimize ad spend using AI-driven analytics and privacy-aware design.</h1> Designation as a trusted services partner for a Marketing Mix Modeling and Analytics App on a cloud data platform frames a commercial relationship delivering a Snowflake Marketplace application that combines AI-driven attribution and optimization metrics, domain-led strategies, and scalable architecture to measure and reallocate advertising spend, optimize return on ad spend, and support secure, platform-native deployment with implementation and managed services across industry verticals.