We train, fine-tune, and embed private Large Language Models (LLMs) engineered specifically for Key Stages 1–5 and Welsh Progression Steps 1–5. Reduce teacher burnout, automate compliant lesson mapping, and accelerate marking—with zero risk to student data privacy.
Off-the-shelf AI tools expose pupil data, lack local context, and hallucinate. Acuity EdAI builds closed, proprietary models isolated to your Trust's infrastructure, trained exclusively on the National Curriculum, the Curriculum for Wales, your exam boards, and your school policies.
Saved on planning, resource differentiation, and admin.
Drafts generated strictly against AQA, Edexcel, OCR, and WJEC rubrics.
Completely isolated from public foundational model training.
Trust-wide visibility into curriculum alignment and gaps.
Engineered to bring absolute precision, safety, and compliance to classroom operations.
We customize open-weight models to act as master educators. By training AI natively on both the English National Curriculum and the Curriculum for Wales (including all six Areas of Learning and Experience), we eliminate generic outputs.
We build bespoke diagnostic marking engines designed to ease the primary/secondary assessment burden without cutting corner protocols.
We train conversational learning agents that act as Socratic dialogue partners for pupils, guiding them to answers without doing the work for them.
We guide Trust Executive Teams through the complex landscape of legal and ethical AI deployment across public and private sectors.
Implementation mapped explicitly to the school calendar year.
Mapping your MIS architectures (Arbor, Bromcom, SIMS) and cloud setups for safe data ingestion paths.
Our engineers deploy your isolated cluster. We ingest curriculum matrices, AoLE frameworks, and trust operational policies to ground the system.
Launching inside a single control faculty or trial academy. We execute strict data leakage testing and run deep staff training sessions.
Scaling parameters across all associated cluster institutions with continuous updating and compliance logging ready for trustees.
Centralize operations. Standardize lesson execution quality across 5 to 50+ academies while establishing continuous automated governance reporting pipelines for regional frameworks.
Equip subject specialists with GCSE/A-level prompt patterns, rapid automated assessment matrices, and highly protected student study aid variants mapped to WJEC and national boards.
Streamline EYFS framework and Welsh Foundation Phase tracking, automatically map tailored visual resources, and take back vital personal evening hours.
"In strict compliance with UK GDPR laws regarding minors and the Age Appropriate Design Code, all data processed by Acuity EdAI stays within secure, UK-sovereign cloud environments (AWS London / Microsoft Azure UK). Pupil data is completely anonymised, never retained, and never fed back into public model vectors."