Practical, evidence-based frameworks for the people deploying AI in public services — written on one conviction: the hardest part of AI adoption isn't the technology, it's the human readiness around it. Free to read, free to use.
An operational & cultural readiness framework for AI adoption — featuring the Frontline AI Readiness Audit Matrix, the Call Centre Playbook, and a tribal-knowledge capture programme.
Read the framework →A structured, non-punitive AI-readiness diagnostic for headteachers and computing leads — five questions that generate an honest baseline and a personalised support report.
Open the diagnostic →Safely grounding LLMs in official policy to eliminate hallucinations and safeguard PII — featuring the AID-R readiness metric, the Anti-Hallucination RAG Architecture, and an eight-stage Zero-Trust ingestion pipeline.
Read the playbook →These frameworks are free to adopt with attribution. Get in touch to bring the School AI Readiness Programme to your school or authority.