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Ofsted states this in its own words and does not say how it learned of the effect. Its inspectors read children's records and praise their quality in several places. The report does not name the tool and gives no figures. Beam, the maker of an AI case-notes tool called Notes, published a case study on Shropshire on 13 April 2026. Beam says that Shropshire piloted Notes with 30 practitioners to summarize meetings and visits and then widened access to more teams. It also says that one team manager reported a saving of 19 hours of admin time per week. Ofsted does not confirm the maker's account.","category":"program","unexpected":false,"purpose":"A developer that Ofsted does not name built the AI tool to reduce practitioners' administrative work. 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