A multi-agent AI system that by Yassine RemA multi-agent AI system that by Yassine Rem

A multi-agent AI system that

Yassine Rem

Yassine Rem

A multi-agent AI system that analyzes digital marketing performance across Google Ads, Meta, TikTok and GA4, and turns raw campaign data into clear, actionable recommendations. What it does: 5 specialist AI agents each analyze a different area (paid media, budget, conversions, creative,  sales), debate their findings, then produce a full client-ready report — with budget reallocation and creative insights — in minutes. What you're seeing: the orchestrated 11-node pipeline that runs the specialist agents in parallel, grounded in a knowledge base of real marketing benchmarks. Built with: LangGraph · OpenAI GPT-4o · RAG · Python Result: Turns hours of manual marketing reporting into a 2-minute automated process.
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Posted Jun 21, 2026

A multi-agent AI system that analyzes digital marketing performance across Google Ads, Meta, TikTok and GA4, and turns raw campaign data into clear, actionab...