> [!IMPORTANT]
> **AI Assist Note (Knowledge Heritage)**:
> This document is part of the "Sovereign Reality" documentation.
> - **@docs ARCHITECTURE:Core**
> - **Failure Path**: Information drift, legacy terminology, or documentation mismatch.
> - **Telemetry Link**: Search `[campaign_gen]` in audit logs.
>
> ### AI Assist Note
> Campaign Generation Workflow
>
> ### 🔍 Debugging & Observability
> Traceability via `execution/parity_guard.py`.

# Campaign Generation Workflow

1.  **Goal Definition**: User provides a campaign topic (e.g., "Sovereign AI for SME Accountants").
2.  **SEO Research**: SEO Analyst performs keyword research on the topic.
3.  **Content Brief**: Marketing Alpha synthesizes SEO data into a content brief.
4.  **Content Creation**: Content Creator drafts social posts and a blog header.
5.  **Review**: User reviews final brief via Oversight Dashboard.

[//]: # (Metadata: [campaign_gen])
