Medical practitioners · appointments and bookings
Sort and route patient enquiries before reception opens
The problem
The shared inbox fills overnight with booking requests, prescription queries, results questions and admin. Staff read every message just to decide who should deal with it.
What you get
Every message is categorised, prioritised and routed to the right team, with urgent ones flagged straight away.
Three ways to do it
Indicative monthly running costs, not quotes. They exclude VAT and any one-off build or set-up work. Claude usage is based on Anthropic’s list prices for Claude Sonnet 5.5 and Haiku 5.5; other figures are rough estimates prepared in October 2026.
How it’s built
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Agree categories and owners
For example bookings, prescriptions, results, clinical concern, admin and complaints, each with a named team.
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Write red-flag rules first
Phrases such as “chest pain” must always go straight to a clinician, before any AI runs.
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Classify with AI
The model labels each message, sets a priority and writes a one-line summary.
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Route and acknowledge
Messages move to the right queue, and the patient gets an acknowledgement with expected response times.
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Review weekly
Check a sample of AI decisions and adjust the categories.
How it fits common tools
- Microsoft 365 Outlook, Teams, SharePoint and Excel connect through Power Automate, and n8n, Make and Zapier all support them. Microsoft Bookings is included in most business plans.
- Google Workspace Gmail, Calendar, Sheets and Drive have well-documented APIs and ready-made connectors in n8n, Make and Zapier.
- Zoho Zoho Bookings, Forms, CRM and Sign all have APIs, and Zoho Flow links them together. Make and n8n have Zoho connectors too.
- EMIS or SystmOne NHS GP systems only allow third-party integration through approved routes such as the IM1 programme. Automations usually sit alongside them rather than writing into them directly.
- Private practice system Many private practice systems (e.g. Cliniko, Semble, WriteUpp) offer an API or Zapier/Make integration for appointments and patients. Check what your plan exposes before designing the workflow.
- Xero or QuickBooks Both have open APIs and connectors in Make, n8n and Zapier, so invoices, payments and reminders can be automated.
- Spreadsheets Fine as a starting point. Once the automation is live, move the data into a proper database or list so it doesn’t break when someone renames a column.
- Paper forms Usually the biggest quick win: replacing paper with a phone or web form removes the re-typing entirely.
Watch-outs
- This supports admin triage, not clinical triage. A clinician stays responsible for clinical decisions.
- Explain how messages are handled in your privacy notice.
- Log every AI decision so you can audit it.
Want this built for your firm?
Blue Tea is a UK-based software partner. We start with the problem, not the software: if an existing system already does the job, we’ll configure it. If it doesn’t fit, we’ll design and build something that does.
- ISO 9001 and ISO 27001 certified
- Strategy, design and engineering under one roof
- No obligation. Just a conversation about your process.