AI and automation for healthcare administration
AI for healthcare administration, nowhere near the clinical decision
Referrals, correspondence, scheduling and records administration — the paperwork around care, automated so clinical time goes back to patients. Not triage, not diagnosis.
The situation
Clinical time spent on administration
The complaint is consistent across primary care, secondary care and private practice: the people trained to treat patients spend a large share of the week not doing it.
- Referrals arriving by post, fax, email and portal, all handled differently
- Correspondence dictated, typed, checked and posted
- Appointment booking and rescheduling done by phone
- The same patient details entered into two or three systems
- Did-not-attend rates nobody has the data to address
- Reporting for commissioners assembled by hand
What it covers
Where automation fits, and where it stops
Everything below is administrative. None of it touches a clinical decision, and that boundary is deliberate.
Referral handling
Receiving referrals from every channel into one structured queue, with the routing rules your service already uses.
Correspondence
Drafting letters from structured data for clinical review and sign-off. The clinician approves every word that goes out.
Scheduling and reminders
Booking, rescheduling and reminders handled without a phone call, which is usually the quickest measurable win.
Records administration
Reducing rekeying between systems by connecting them, so patient details are entered once.
Document capture
Turning scanned and posted documents into structured, searchable records.
Operational reporting
Waiting times, capacity, DNA rates and commissioner reporting produced from live data.
How we work
How a healthcare engagement runs
Slowly at the start, deliberately. Information governance and clinical safety are established before anything is built, not retrofitted.
Governance first
What data, held where, accessed by whom, under what lawful basis, with your IG lead and Caldicott Guardian involved from the outset.
Map the administrative path
Follow a referral from arrival to appointment and find every point at which a person retypes something.
Automate the administration
The routine, non-clinical path, with anything ambiguous routed to a person rather than resolved by a system.
Measure clinical time returned
The honest measure is not messages processed. It is hours given back to the people delivering care.
Outcomes
What it can be worth
- Referrals from every channel in one structured queue
- Correspondence drafted for review rather than dictated and typed
- Booking and reminders handled without a phone call
- Patient details entered once rather than into three systems
- Waiting time and capacity visible rather than estimated
- Administrative hours returned to clinical staff
Platforms and tooling
What we work with
Standards
- HL7
- FHIR
- NHS Number lookup
- DICOM metadata
- Secure messaging
Build
- .NET
- Node.js
- Python
- React
- Azure UK regions
Governance
- Role-based access
- Audit logging
- Encryption at rest and in transit
- Retention rules
Named as platforms we work with, not as formal partnerships.
Common questions
Questions we are usually asked
No, and that is a firm boundary rather than a disclaimer. Software that supports diagnosis, triage or treatment is regulated as a medical device in the UK and EU, with the conformity assessment that implies. We build administrative systems. If your requirement is clinical decision support, we are the wrong supplier and will say so at the first conversation.
It can draft from structured data, and the clinician reviews and signs off every letter before it goes. The saving is in the typing, not the judgement. A letter sent without clinical review would be unsafe regardless of how good the draft looked.
It governs the design rather than being reviewed afterwards. Access control, audit, encryption, retention and UK data residency are decided at the start with your IG lead. We build to your requirements; we do not advise on whether you meet them.
We work to the standards NHS organisations require — HL7 and FHIR interoperability, role-based access, audit and UK data residency. Procurement routes and any assurance processes such as DTAC would be your side to confirm before engagement.
Reminders and easier rescheduling generally help, and the effect is measurable. We would rather instrument it and show you the change than quote a figure from someone else's service.
Only for genuinely administrative things — booking, reminders, confirming details — and with an obvious route to a person. Anything that could touch a clinical concern goes to a human immediately. A patient describing a symptom to a booking system must reach staff, not a model.
Talk to someone who has built this
Not a salesperson working from a form. Tell us what the problem looks like and someone who has delivered this kind of work will come back to you, usually within one working day.
Book a free consultationRelated
Where this usually connects
- Systems integrationMaking the systems you already own talk to each other.
- Bespoke business applicationsSoftware shaped around how you work, when nothing off the shelf fits.
- Customer and member portalsSelf-service for the things people currently email or phone about.
- Digital process automationApprovals, workflows and handoffs that currently sit in an inbox.
- Bespoke databasesFor the operational data that has ended up in a spreadsheet.
- Operational systemsThe systems that run the day-to-day work of the business.