AI content ops (AR/EN)
AI content ops (AR/EN): speed without losing your voice
· 7 min
A lightweight system to scale content safely: prompts, roles, reviews, and metrics that keep quality high.
Operating model
- Briefs: goal, audience, target query/entity.
- Draft: AI-assisted outline → human pass.
- Review: voice, facts, originality, links.
- Publish: schema, internal links, alt text.
Guardrails that work
- Style guide with AR/EN examples
- Fact checklist + source fields
- Accessibility: headings, contrast, captions
Metrics
- Time-to-publish (TTP)
- Helpful content score (editor rubric)
- Non-brand clicks to cluster pages