Pedagogical audit and human quality of AI-created content
I review and redesign courses, guides and materials developed or accelerated with artificial intelligence so that they are rigorous, clear, inclusive, attentive to bias, pedagogically sound and true to the voice of each organisation. I combine AI-assisted analysis with human review, critical thinking and more than 2,000 hours of teaching experience.
- Fact-checking: data, sources and unsupported claims
- Clarity of language and real understanding for the learner
- Pedagogical soundness: objectives, sequence, activities and assessment
- Inclusive language and accessibility of the materials
- Detection of bias (racist, sexist, age- or disability-related), stereotypes and omissions
- Consistency with each organisation's voice, criteria and context
- Redesign and rewriting of the reviewed content
- A report of findings and applicable recommendations
The aim is not to correct a text, but to let each organisation use its materials with confidence: that they teach what they claim to teach, that anyone can understand them, and that they still sound like whoever signs them.
Let's review your materials