14 chapters · 16 PDF pages
AI Marketing Operating Model
Ownership, evidence and human decisions
- Workflow portfolio and decision map
- Named ownership and handover contracts
RESOURCES / AI MARKETING & AUTOMATION
Five in-depth resources for AI Marketing & Automation: guides, playbooks and toolkits with examples, sources and working materials. Free in German and English.

INSIGHTS / AI MARKETING & AUTOMATION
In-depth guides, playbooks and toolkits for AI Marketing & Automation. Decision frameworks, transparent examples and working materials for your team.
5 resources · PDF + complete online edition · German & English
14 chapters · 16 PDF pages
Ownership, evidence and human decisions
14 chapters · 16 PDF pages
Scope, economics, controls and rollout
14 chapters · 16 PDF pages
An operating system for marketing decisions
14 chapters · 16 PDF pages
Governed knowledge, retrieval and answer quality
10 chapters · 13 PDF pages
Test sets, rubrics, failure taxonomy and release decisions
INTERACTIVE / FROM READING TO ACTION
Choose a checkpoint and track your reading progress. Checks are neither saved nor sent and do not score your business.
CHECKPOINT 01
In-depth guides, playbooks and toolkits for AI Marketing & Automation.
CHECKPOINT 02
Ownership, evidence and human decisions
CHECKPOINT 03
Scope, economics, controls and rollout
Compare your current task with the practical outputs on the cards. Start with a concrete constraint and work through the relevant templates first.
Yes. The complete online editions and designed PDF downloads are currently available without payment or a form.
No. Fictional examples explain the methods; figures are assumptions, not industry benchmarks.
Yes. Each resource has a complete German online edition and separate German PDF.
The pillar guide provides orientation. The resources explore five concrete decisions through detailed workflows, templates and review criteria.