Real professional workflows
Begin with work practitioners already do. Each use needs a clear purpose, safe information and a named human check.
Open the Practice Lab01
Use AI to clarify a question, interrogate approved sources and build a transparent evidence briefing.
Use AI for this
Break down questions, compare supplied guidance, explain terminology and plan a search.
Human check required
Open the original material and confirm every claim, quotation, date and reference.
Do not use AI for this
Do not treat the AI answer or its reference list as evidence.
02
Create realistic learning activities and adapt material for different professional groups.
Use AI for this
Draft scenarios, exercises, quizzes, reflection questions and facilitator structures.
Human check required
Review accuracy, accessibility, learning level, safeguarding and potential stereotypes.
Do not use AI for this
Do not reproduce a recognisable real case or present an invented scenario as evidence.
03
Turn complex information into clear language while protecting the meaning and essential cautions.
Use AI for this
Improve structure, tailor tone and explain necessary clinical language in plain English.
Human check required
Compare the rewrite with the source and confirm no warning or uncertainty has been weakened.
Do not use AI for this
Do not paste private correspondence or identifiable details into an unapproved tool.
04
Support early thinking, policy comparison and the organisation of non-identifiable consultation themes.
Use AI for this
Generate options, structure a framework, compare supplied documents and surface questions.
Human check required
Add local knowledge, lived experience, evidence, feasibility and accountable decision-making.
Do not use AI for this
Do not ask AI to determine service priorities or infer conclusions from sensitive raw data.
05
Create structure around routine, non-confidential work and reduce time spent facing a blank page.
Use AI for this
Draft agendas, action-list formats, report outlines and neutral non-confidential communications.
Human check required
Confirm owners, dates, decisions, tone and organisational requirements before circulation.
Do not use AI for this
Do not enter case notes, staff data or protected meeting content without explicit approval.
06
Draft worksheets, FAQs, harm-reduction materials and practitioner guides from verified sources.
Use AI for this
Plan structure, adapt reading level, generate examples and improve clarity.
Human check required
Use a qualified reviewer and verify all health, legal and emergency information before publishing.
Do not use AI for this
Do not let AI invent dosage guidance, service details, legal claims or citations.
