Our Multi-Agent Architecture for Smarter Advertising

Our Multi-Agent Architecture for Smarter Advertising

Our Multi-Agent Architecture for Smarter Advertising

Original URL: https://engineering.atspotify.com/2026/2/our-multi-agent-architecture-for-smarter-advertising

Article Written: February 1, 2026

Added: February 28, 2026

Type: project

Summary

The article discusses Spotify's innovative multi-agent architecture designed to enhance its advertising platform. By addressing the fragmented decision-making processes across various advertising channels, the architecture aims to unify workflows and optimize campaign management through specialized AI agents. This approach allows for more efficient budget allocation, audience targeting, and overall campaign performance, leveraging historical data and machine learning. The article highlights the importance of a programmable decision layer and the challenges faced in implementing this system.

đź’­ Your Thoughts

I like the problem statement "We don’t have a unified, programmable decision layer that can understand goals, reason over shared signals, and orchestrate our existing Ads APIs on behalf of users—consistently across buying channels and surfaces."