Report Writing 2025: AI Tools Compared
November 18, 2025
Report writing in 2025 is less about “which chatbot is best” and more about whether your process is safe, repeatable, and defensible. This article compares leading AI assistants through a procurement-to-classroom lens, focusing on a practical comment pipeline: evidence in, tone-checked draft, moderation, and publish. You’ll find a rubric for evaluating tools, scenario-based workflows for individuals through to whole-school roll-outs, and concrete guidance on minimum-data inputs, tone consistency, and audit trails that satisfy DPO/SLT scrutiny.
LGR22 grading criteria: AI model answers
February 14, 2024
LGR22’s E/C/A descriptors are intentionally holistic, which can make moderation feel slippery and subjective. This article offers a moderation-first workflow that uses AI to translate the qualitative language of LGR22 into “observable evidence” without sliding back into LGR11-style tick-box marking. You’ll get three fully worked exemplars you can copy and adapt: History model answers with justification notes, a Chemistry question set that climbs from recall to analysis, and a responsible “difficulty adjuster” method that steps an A-level response down to C then E with a clear change log.