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Our Multi-Agent Architecture for Smarter Advertising

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Our Multi-Agent Architecture for Smarter Advertising Introduction When we kicked this off, we weren’t trying to ship an “AI feature.” We were trying to fix a structural problem in how our ads business actually runs in software. On the business side, we have multiple ways of buying—Direct, Self‑Serve, Programmatic—all sitting on top of a mostly consolidated backend. The infrastructure is shared; th...
This initiative reflects a broader industry trend toward agentic AI systems that decompose complex workflows into modular, specialized components. The strongest version of this narrative highlights Spotify’s pragmatic approach: rather than overhauling its backend, it layers intelligent orchestration atop existing infrastructure, reducing duplication while preserving flexibility. The use of Google’s ADK and Vertex AI suggests a reliance on third-party frameworks, which may streamline development ...