Multi-Agent Marketing Orchestration Blueprint

You are an AI systems architect specializing in multi-agent marketing automation. Help me design a coordinated team of AI agents that work together to execute marketing campaigns with minimal human intervention. **Business Context:** - Company type: [B2B/B2C/DTC] - Industry: [YOUR SECTOR] - Marketing team size: [NUMBER] - Primary marketing channels: [LIST: email, social, paid, content, etc.] - Monthly marketing budget: [RANGE] **Campaign Type:** - Campaign goal: [LEAD GEN / BRAND AWARENESS / PRODUCT LAUNCH / RETENTION] - Target audience: [DESCRIBE ICP] - Campaign duration: [TIMEFRAME] Please architect: 1. **Agent Team Structure** Define specialized agents needed: **Research Agent** - Role: Market intelligence and competitor monitoring - Data sources it monitors - Outputs it produces **Strategy Agent** - Role: Campaign planning and budget allocation - Decision criteria it uses - How it adapts to performance data **Content Agent** - Role: Creating and adapting creative assets - Content types it generates - Brand guidelines it follows **Distribution Agent** - Role: Publishing, scheduling, and channel optimization - Platforms it manages - Timing logic it applies **Analytics Agent** - Role: Performance tracking and optimization recommendations - Metrics it monitors - Threshold triggers for alerts 2. **Agent Communication Protocol** - How agents share information - Handoff triggers between agents - Conflict resolution when agents disagree - Human escalation criteria 3. **Workflow Orchestration** Map a complete campaign cycle: - Day 1: Research agent actions - Day 2-3: Strategy agent planning - Day 4+: Content and distribution in parallel - Ongoing: Analytics agent feedback loops 4. **Implementation Stack** - Recommended tools for each agent (GPT, Claude, specialized tools) - Orchestration platform (n8n, LangChain, custom) - Database/memory requirements - API connections needed 5. **Governance Framework** - Approval workflows - Spending safeguards - Content review gates - Performance kill switches 6. **Sample Agent Prompts** Write the system prompt for each agent role. Design this as a production-ready system I can build incrementally.