AI made drafting fast. Governance decides whether a draft may go live: which rules apply to it, whether it passed them, and who can prove it. These pieces explain the problem and what an answer has to include.
- Point of View
AI Made Content Free. Approval Is Now the Bottleneck.
Generating content became nearly free in 2026, but approving and publishing it did not get faster, and that gap now decides who moves at AI speed.
Thiemo Müller · 6 min read
- Explainer
Why One AI Judge Isn't Enough for Compliance at Scale
Asking one AI model whether content is compliant looks fine in a demo, but at thousands of decisions a day even 90% accuracy means hundreds of errors a legal team cannot accept.
Thiemo Müller · 5 min read
- Guide
How to Write Brand and Market Rules an AI Agent Can Follow
Rules written for people rely on judgement and context that an AI agent does not have; six habits make the same rules clear enough for agents and for the people who audit them.
Thiemo Müller · 7 min read