AI for UK dental practices: start with an administrative workflow

For a UK dental practice, start with one administrative workflow and a measurable problem. Keep clinical responsibility with the treating professional and assess patient confidentiality before connecting records to any AI tool.

Choose a bounded administrative workflow

Useful pilot candidates include drafting appointment information, preparing an internal procedure search, or turning an approved template into a first draft of a patient letter. Define what the tool may read, what it may draft and what requires a person’s approval. Booking or record updates should have an explicit confirmation step and a recoverable audit trail.

Measure the current time spent, correction rate and patient complaints before a pilot. Compare the same workflow afterwards, including review time and exceptions. A draft produced quickly is not a saving if checking it takes longer than doing the work directly.

Keep administrative and clinical use separate

Software’s intended medical purpose determines whether medical-device regulation applies. Do not treat a product as outside the rules simply because it describes itself as an assistant. For diagnostic or treatment support, check the relevant MHRA pathway, evidence, registration and conformity requirements. An administrative pilot does not validate a clinical use.

Document patient-data decisions

Health information is special category data. Identify the Article 6 lawful basis and Article 9 condition, assess whether a DPIA is required, and document the processor terms, retention, access and any international transfers. The Caldicott Principles call for necessary, minimal use and access on a strict need-to-know basis; they do not impose a universal on-premises hosting rule.

Use a dated data-flow record for the actual product, model and endpoint. Application hosting, model inference, logs, support access and backups can follow different routes. Confirm the proposed configuration before patient-identifiable information is used.

Run a pilot with a clear stop rule

1. Choose one workflow and a named practice owner.
2. Start with synthetic or appropriately de-identified examples.
3. Agree the review and escalation rules, including who can stop the pilot.
4. Test inaccurate, incomplete and unusual inputs.
5. Review quality, time, access and cost against the baseline before expanding use.

For the wider decision, read our healthcare and dental guidance and UK healthcare AI guide. The healthcare and dental service page sets out the engagement scope; an AI readiness assessment can establish which workflow is suitable for a pilot.

Sources checked 14 October 2026

• MHRA: software and AI as a medical device.
• ICO: AI and data protection.
• National Data Guardian: Caldicott Principles.