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Patient Triage: Smart Triage Questions

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Written by Ben Davies

Find out how AI is used to generate personalised follow-up questions when a patient submits a request online.

📢 As of July 2026, Smart Triage Questions is being piloted with a small number of GP practices. The pilot is now closed to new sign-ups. We plan to release the feature more widely once the pilot is complete.

What are Smart Triage Questions?

Smart Triage Questions (STQs) is an AI feature that helps gather more information from patients when they submit a Patient Triage request. Instead of a GP having to follow up because a patient’s request didn’t include enough detail, the AI automatically asks the patient a few short, simple questions while they’re still filling in the form.

For example, if a patient submits a request about a rash but doesn’t mention how long they’ve had it, the AI might ask:

  • “When did the rash first start?”

  • “Is anyone else in your household affected?”

The patient’s answers are sent straight to the Accurx inbox alongside the patient's responses to the core Patient Triage form, giving the clinician a fuller picture to enable more effective triage.


Smart Triage Questions is registered with the MHRA as a Class I medical device.


How it works for patients

  1. A patient fills in their health problem description as normal in the Patient Triage form. The product should not be used for urgent medical requests.

  2. Our AI model automatically generates up to five relevant follow-up questions, based on what the patient has written 👇

  3. The patient answers the questions as part of the same form, before they submit their request

📘 Answering Smart Triage Questions is optional. Patients can skip them and submit their request as normal.

If a patient uses the back button to change their initial symptom description, the AI questions will regenerate to match the updated information. A warning banner explains this to the patient before they go back, and any previously entered follow-up answers will be cleared.


How the AI works

When a patient submits a triage request, the AI reads their submission and automatically generates up to 5 simple follow-up questions to fill in any gaps.

It’s important to understand what the AI does and does not do:

  • The AI-generated questions should gather additional clinical information to support the GP or healthcare professional in triaging the request. It does not replace the clinical judgement of the triaging healthcare professional.

  • The questions should not suggest a diagnosis or management plan, or include other inappropriate content, but as they use generative AI, errors may occur. Do not copy or transfer unverified content into medical records or prescriptions.

  • The AI model does not access NHS medical records - it only has access to the information the patient has entered into the current Patient Triage form.

  • Smart Triage Questions is registered as a Class I medical device with the MHRA, and it has been rigorously evaluated against strict safety criteria, independently assessed by UK-based GPs.


Viewing and managing questions in the inbox

As a user, you don’t need to do anything to trigger these questions - they are captured automatically during the patient’s submission.

Viewing responses

Once a patient submits their request, any answers given to Smart Triage Questions appear directly within the request in your Accurx Inbox, alongside the standard triage information, so that you have all the context in one place.

STQs use generative AI and may include errors. Only copy them or save them to record once they have been verified.


Identifying AI-generated content

A small sparkle icon appears on any request with AI-generated content. Clicking the icon opens a pop-up with more information about how the feature works.


Providing feedback

In the inbox, you can use the thumbs-up or thumbs-down icon for each set of questions to let Accurx know whether they were helpful. You can also use the 'Report' link if you spot a clinical safety concern. This feedback helps improve the feature over time.

If you are aware of a serious incident that has occurred in relation to STQs please report it to Accurx via the in-product ‘Report’ link or email support@accurx.com. Please also inform the MHRA.


What to expect

Once enabled, you will start seeing the Smart Triage Questions in your incoming Patient Triage requests.

The “How AI was used” link appears on both the patient information page and the questions page, linking to this support article explaining what the AI does. Patients always know AI is involved before they answer.


How to enable Smart Triage Questions

Before Smart Triage Questions goes live for your patients, a workspace administrator must accept the Data Processing Agreement.

Below you can find the documentation you will need to complete the governance process:


Frequently asked questions

Will patients always see follow-up questions?

Not always. The AI only generates questions when it thinks something important is missing from what the patient has already written. If a patient provides a very comprehensive initial description, or the request is very straightforward, the AI may determine that no further questions are needed.

Which forms do Smart Triage Questions appear on?

Smart Triage Questions only appear on the ‘I have a health problem’ Patient Triage form. It does not appear on admin request forms.

Are Smart Triage Questions generated for Reception Flow requests?

No - Smart Triage Questions will not generate for receptionist-submitted forms.

What format are the follow-up questions and answers?

Both the questions and the answers are free-text.

Are practices able to edit other questions in the Patient Triage form?

Practice-level customisation of the Patient Triage form isn't available, and will not be part of this release. It's feedback we're actively noting as we think about what to build next, to make the most impact for users & practices.

What should a patient do if they don't want to use AI? / Can patients ignore the questions?

Yes. All the questions are entirely optional. Patients can skip the questions and continue submitting their request as normal.

What if a patient mentions more than one health concern?

When a patient raises multiple concerns, the AI will generate questions for each one rather than prioritising one over another. The goal is to give the GP the most useful clinical information possible.

Will Smart Triage Questions generate if a patient writes in another language?

Smart Triage questions will only generate in English for this release. Where the AI detects that a patient has written in another language, it is instructed not to generate questions. The same applies to practices with translation mode enabled.

Is patient data used to train the AI?

No. Patient data submitted through Accurx is not used to train the AI model.

What is the environmental impact of Accurx using AI?

We take the environmental impact of AI seriously. Accurx has a published Carbon Reduction Plan, committing us to Net Zero by 2040 in line with the NHS, and we publish an independent carbon footprint report annually. We also complete the NHS Evergreen Sustainable Supplier Assessment each year, achieving Level 2 in 2025. We aren't currently planning a dedicated report on AI's environmental impact, but it's something we'd look to explore as our AI products mature, and we'll continue to be transparent about our broader sustainability commitments.

Will the AI questions affect the Patient Triage form?

No. The core Patient Triage form is unchanged. Smart Triage Questions are optional and an additional stage to the Patient Triage form. If they don’t load in time, they are automatically skipped, so patients can always complete their request without interruption.

Do the AI questions count as additional SMS fragments?

No. Smart Triage Questions are part of the existing Patient Triage online form and do not affect SMS usage.

Are GPs liable if the AI gets something wrong?

As with any clinical software, GPs remain responsible for the decisions they make using it, and that's no different with AI.
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Our AI features are designed to support clinical decision-making, not replace it, which is why there is always a clinician in the loop. We take our responsibilities seriously and have built in a number of safeguards, including clear AI disclosure notices for both patients and users.

Our AI features also undergo rigorous evaluation before pilot and wider release and are subject to ongoing monitoring and post-market surveillance. While we work hard to ensure our AI performs reliably, no AI system is perfect. For practical guidance on using AI safely and responsibly in primary care, the MDU has a helpful resource here.

Is it safe?

Smart Triage Questions has undergone rigorous clinical testing, including review by GPs, readability checks to ensure the questions are easy to understand, and security testing before going live. It is registered as a Class I medical device with the MHRA.

When will it be available?

As of July 2026, Smart Triage Questions is currently in pilot with a small number of GP practices. A wider rollout is expected after the pilot concludes, we will update this page as availability expands.


If you have any questions or feedback, please contact our support team using the message bubble in the bottom right-hand corner of this page. 👉

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