The operational bottleneck is the multi-day, multi-person process of manually pulling performance data, market insights, and competitor analysis to populate a creative brief. This workflow automates that synthesis. Specialized agents, orchestrated via LangGraph, ingest objectives from a project management tool like Asana, then autonomously query data warehouses, CRM platforms like Salesforce, and analytics APIs. They extract historical campaign KPIs, target audience segments from the CDP, and relevant market trends, structuring them into a comprehensive brief with success metrics and strategic direction in minutes.




