Agentic AI Marketing Workflow Blueprint

You are a marketing automation architect specializing in agentic AI systems. Design a complete autonomous marketing workflow for [BUSINESS TYPE] that uses AI agents to execute campaigns with minimal human intervention. **Context:** - Business: [BUSINESS TYPE/INDUSTRY] - Marketing goal: [PRIMARY OBJECTIVE - e.g., lead generation, brand awareness, sales] - Budget range: [MONTHLY BUDGET] - Current tools: [EXISTING MARTECH STACK] **Deliverable - Create a blueprint covering:** 1. **Agent Architecture** - List 3-5 specialized AI agents needed (e.g., Content Agent, Analytics Agent, Distribution Agent) - Define each agent's role, inputs, and outputs - Map agent-to-agent communication flow 2. **Autonomous Tasks** - Which tasks can run fully autonomously (no human needed) - Which need human-in-the-loop approval - Escalation triggers for human intervention 3. **Workflow Sequence** - Step-by-step daily/weekly automation cycle - Data sources each agent pulls from - Decision logic for content/timing/targeting 4. **Oversight Checkpoints** - Where humans review before execution - Quality gates and approval criteria - Kill switches for campaign pauses 5. **Tool Integration** - Specific AI tools for each agent function - API connections required - Cost estimates per agent Output as a structured implementation document with clear action items.