Agentic AI for campaign ops — Interactive Lab Build | Sana Shahid

Multi-agent loops for calendar intake → creative variants → compliance-aware QA → packaged handoff to ads, email, and web.

Published: 2026-05-01

Build stats

• 5 — stacked phases before publish
• 3×2 — typical swarm grid (hooks × proof)
• req — serialized handoffs (design goal)

Highlights

• Freeze the brief first — creative shouldn't start on a moving intake sheet.
• QA stays blocking — overrides need an owner, a reason, and a visible record.
• Exports should look like ops payloads — CSV rows and snippet IDs, not prose.