PanForYou Bakers Lab uses AI (large language models) to improve editorial efficiency and content quality. This policy transparently describes how AI is used and how human oversight is maintained.
How We Use AI
- Draft outlines and first-draft generation
- Transcreation and localization support for English and French editions
- SEO metadata (title and description) candidate generation
What AI Does Not Do
- Final fact-checking or numerical verification (done by humans)
- Decisions on editorial credits
- Final publish/don’t-publish decisions (governed by human review and quality rules)
Human Oversight
Every published article goes through the following steps by the editorial team:
- Verification of sources and first-party data
- Correction of factual errors and overstated claims
- Assessment of reader value (actionable for business decisions)
- Localization quality check per language
First-Party Content Priority
Insights from PanForYou’s manufacturing and operation support (pfy-insight sections) take priority over AI-generated text. Only approved first-party insights are injected into articles.
Scaled Content Safeguards
In line with Google’s scaled content abuse policy, we do not auto-publish low-value content at scale. Articles without a first-party insight section are held as drafts for re-editing.
Disclosure
This policy and our Editorial Policy are always accessible from article footers and site navigation.
Contact
Questions about AI usage: Contact page.