A specialist language model
Less paperwork.
More time for care.
The Health Service model from the Institute of AI is made for clinical admin. Turn notes into discharge summaries, referral letters and structured records, with AI built, hosted and maintained in the UK.
The work around patient care
The detail is in your notes.
Help put it in the right place.
Bring the clinical notes and the document you need. The Health Service model helps organise the information into a clear draft for your team to review.
- 01
Prepare the discharge summary
Bring the admission, treatment and recorded follow-up together in a structured draft for the receiving team.
Discharge documentation - 02
Draft the referral letter
Organise the reason for referral, presentation and relevant history from the information your team supplies.
Referral correspondence - 03
Structure the clinical note
Turn free text into clear fields. Make information easier to review and highlight details that still need to be confirmed.
Clinical records
Clinical admin, in the format your trust already uses.
Pick a task. The IoAI Health Service model works from the pathways and the standards, writes the way the NHS writes, and shows its source with every answer.
Discharge summary
Ward notes go in and a structured summary comes out, in the trust’s format and ready for sign-off.
Ward doctor: Ward notes: 72F, adm 4/3 with LRTI, started PO abx D1, obs stable since, 5/7 course not yet complete, home today. Draft the discharge summary. Health Service: Diagnosis: lower respiratory tract infection. Treatment given: oral antibiotics started on the day of admission, with observations stable since. Medicines on discharge: a five day course of oral antibiotics, not yet complete, to be finished at home as prescribed. Follow-up and safety-netting: not covered by the ward notes. Both are required before the summary is sent, so the GP action and the advice on when to return need adding. Source: PRSB eDischarge Summary Standard
Illustrative examples. Always review output before use.
Sovereignty and control
UK infrastructure.
Built to be trusted.
Know where your model runs, how your data is used and how your team can review its work.
Discuss data and deployment requirementsSovereign by design
Built, hosted and maintained in the UK by the Institute of AI.
Never trained on your data
Your prompts and documents are never used to train, tune or improve the model.
Secure by default
Encrypted in transit and at rest, with an audit trail for every request and every answer.
Shows its working
Every answer names the service it belongs to and the policy or guidance it rests on, so a person can check it.
Three ways to use it
Put the model inside your own systems: the EPR, e-referral tooling, clinic letters and back-office admin.
Request
POST /v1/models/health-service/answers
{
"question": "When should a chest X-ray be repeated after community-acquired pneumonia?",
"context": "Discharge planning, adult inpatient",
"cite": true
}Response
{
"answer": "Consider a follow-up chest X-ray at around six weeks after discharge if symptoms or signs persist, or if the patient has risk factors for lung cancer or other underlying respiratory disease.",
"service": "Discharge",
"source": "Pneumonia in adults",
"audit_id": "req_7f3a…"
}Questions
What happens to what we send?
It is used to answer your request and nothing else. It is never used to train, tune or improve the model. It is encrypted in transit and at rest, and every request and answer is recorded so you can see what was asked and what came back.
Where does the model run?
In the UK. The Health Service model is built, hosted and maintained in the UK by the Institute of AI.
Which guidance does it draw on?
Published UK clinical guidance, record standards such as the PRSB eDischarge Summary Standard, and UK clinical terminology. Every answer names the guidance or standard it rests on so it can be checked.
How do we access the model?
Access is by request. Tell the Institute of AI which trust or practice you work for and what you would use the model for. The Health Service model is available through a secure chat workspace, an API or agents.
The IoAI Health Service model
Make more room for patient care.
Tell us about your organisation, the clinical admin you want to support and your data requirements.