Summary
Send results with the doctor's own comment first, a plain explanation of each marker underneath, and a way to ask the doctor a question in the same thread. Hold abnormal results until a doctor has seen them. Patients understand the result the day it arrives, worry less, and write in less.
Patients want their results the moment they exist. In a survey of 8,139 patients after the US Cures Act made immediate release the norm, 95.7% wanted results released at once, including those whose results were abnormal.1
Speed alone leaves a gap. The same survey found 16.5% of patients with an abnormal result felt more worried after reading it, and 39.9% searched the internet for an explanation.1 The question for a clinic is what arrives with the number.
See it in your clinicSee a panel of your own results go out with your doctor's words on top, and the questions that come back.
Request a demo| Result | When the patient sees it | What arrives with it |
|---|---|---|
| Routine panel, all in range | At once | Plain explanation and the doctor's standing comment |
| One marker slightly out of range | After the doctor's comment | The doctor's comment, then the explanation |
| Flagged or critical value | After the doctor has called or written | The doctor's plan |
| Imaging or histology | After the doctor has reviewed it | The doctor's comment and the next step |
A number without a sentence starts a worried evening
A flagged marker in a PDF tells the patient something is wrong and nothing else. The patient fills the gap with a search engine, then with a message to the clinic, which lands in the inbox of the doctor who would have written one line in the first place.
Repeated checking of the portal while waiting for results is itself linked to more patient messages.2 The cheapest message to answer is the one that never needs sending.
The doctor's words come first
Order matters. The first line a patient reads should be the doctor's comment on what the result means for them. A plain explanation of what each marker measures and what the range means follows, written for a reader without clinical training.
Doctors repeat themselves, and that is an advantage. The same explanation of low ferritin or borderline cholesterol can be kept in the doctor's own phrasing and offered back the next time, edited in seconds and sent by the doctor.
Hold what needs a doctor
Not every result should go out on its own. The clinic decides which panels release at once and which wait for a doctor, and a flagged value always waits. The doctor's inbox shows abnormal results first.
Drafting with a model helps the doctor rather than the clock. In a Stanford pilot, doctors using AI-drafted replies reported lower task load and burnout without spending less time.3 Sell the quality of the explanation, never the minutes saved. The approval rule is in human approval for patient messages.
Let the patient ask, and route the question
A patient who reads an explanation will still have questions, such as whether to stop running while taking iron. That question should go to the doctor in the same thread, with the result attached, rather than to the front desk.
Where a question needs a conversation, the doctor moves the patient to a call. The results explained feature shows how wai routes it.
Release rules differ by market
In the US, information-blocking rules under the Cures Act mean most results are released immediately, so the explanation must arrive with the number. In the UK, release timing is the clinic's own policy, and CQC expects results to be acted on and the action recorded. In the UAE, explanations are expected in Arabic and English, with the record hosted in the country.
The same pattern works in each. The doctor's comment, the plain explanation, the hold for abnormal results and the question routed to the doctor. Patients reading their own lab report can start with how to understand your lab report.
Show us last month's results inbox and we will show you which messages would never have been sent.
Request a demoFrequently asked questions
Should private clinics release blood results to patients immediately?
Most patients want them at once, even when abnormal.1 Release routine panels immediately with an explanation, and hold anything flagged until a doctor has commented.
Can AI explain lab results to patients safely?
It can explain what a marker measures and what a range means. What a result means for a particular patient should come from the doctor, and that comment should come first.
Does explaining results reduce patient messages?
A result that arrives explained removes the reason for many follow-up questions. Repeated portal checking while waiting is linked to more messages.2
Do AI-drafted replies save doctors time?
Studies so far show lower burden and better tone rather than less time.3 Doctors still read every word before it sends.
What should a patient do with a question about a result?
Ask the doctor in the same thread, with the result attached. If it needs a conversation, the doctor moves the patient to a call.
Sources
- Perspectives of patients about immediate access to test results through an online patient portal, read 18 October 2026
- Repeated access to the patient portal for test results and messaging, read 18 October 2026
- Artificial intelligence generated draft replies to patient inbox messages, read 18 October 2026
- Security at wai, read 18 October 2026
Send every result with your doctor's words on top.
Thirty minutes on your own results and your own doctors. We reply within one working day, and partner clinics shape what we build next.
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See it on your own patients, then build it with us
Thirty minutes on your own patients, doctors and rules, in your market. We reply within one working day, and the clinics that partner with us early shape what we build next.
Read how results explained works in a clinic