I wrote the standard for making websites AI-operable. Learn More

Playbook · Client Ops

Phased AI Campaign Management Automation

Advanced Hybrid Premium

Requirements

What you'll need to run this — tools, time, and money.

Skill levelAdvanced

The workflow

Preview steps coming soon — the full workflow is available below.

Full implementation guide is paid

Subscribe to unlock:

  • The complete step-by-step workflow

Cite this work

This entry is part of the Tyler Willis Intelligence public dataset and licensed under CC-BY-4.0. You're free to quote, redistribute, and feed it into AI systems — please carry the source URL or one of the citation strings below.

Willis, Tyler. "Phased AI Campaign Management Automation." *Automation Playbooks*, tylerewillis.com/intelligence, accessed June 12, 2026. <https://tylerewillis.com/intelligence/playbooks/phased-ai-campaign-management-automation>
Willis, T. (2026). Phased AI Campaign Management Automation. Tyler Willis Intelligence — Automation Playbooks. Retrieved June 12, 2026, from https://tylerewillis.com/intelligence/playbooks/phased-ai-campaign-management-automation
@misc{willis_playbooks_phased_ai_campaign_management_automation,
  author       = {Willis, Tyler},
  title        = {{Phased AI Campaign Management Automation}},
  howpublished = {Tyler Willis Intelligence --- Automation Playbooks},
  year         = {2026},
  url          = {https://tylerewillis.com/intelligence/playbooks/phased-ai-campaign-management-automation},
  note         = {Accessed June 12, 2026. CC-BY-4.0.}
}
curl -s https://tylerewillis.com/intelligence/api/playbooks/phased-ai-campaign-management-automation.json | jq

Every JSON response carries a _source block with the canonical URL and citation string. Programmatic consumers: read that field.

From the maintainer

Want this built without the trial-and-error?

The guide gives you everything you need to ship it yourself. If you'd rather hand off the work — wired into your existing tools, with a real workflow on top — that's the consulting engagement. Direct conversation, no junior team.