My Reports

MyReports is an in-house AI report-writing tool co-designed with teachers, leaders and IT to reduce administrative load. In two years it has produced tens of thousands of reports and cut writing time by up to 40%. Features include transforming notes into polished prose, automatic SPaG correction, and smart summaries. Ethics are central: local deployment, strict no data used for model training, transparent processes, and a human-in-the-loop to ensure accuracy and personalisation. Adoption and quality gains are strong, with positive staff feedback. We share implementation lessons, monitoring to safeguard quality, and our wider training programme to build AI literacy for staff.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-09-29
DOI
https://doi.org/10.5281/zenodo.17227431
Primary Topic
Education, Psychology, and Social Research
Type
article
Field-Weighted Citation Impact
0.00
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My Reports

Zenodo (CERN European Organization for Nuclear Research)
Education, Psychology, and Social Research
article

My Reports

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Abstract

MyReports is an in-house AI report-writing tool co-designed with teachers, leaders and IT to reduce administrative load. In two years it has produced tens of thousands of reports and cut writing time by up to 40%. Features include transforming notes into polished prose, automatic SPaG correction, and smart summaries. Ethics are central: local deployment, strict no data used for model training, transparent processes, and a human-in-the-loop to ensure accuracy and personalisation. Adoption and quality gains are strong, with positive staff feedback. We share implementation lessons, monitoring to safeguard quality, and our wider training programme to build AI literacy for staff.

Zenodo (CERN European Organization for Nuclear Research)
Abingdon Community Hospital (GB)
Quality Education
Openalex Percentile: Top 36%
Education, Psychology, and Social Research
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