What a dental platform pilot should actually measure
Separate usability observations, operational results and clinical evidence before the trial starts.
Different questions need different studies
Dental AI evaluation literature addresses technical performance, but a platform trial may instead concern navigation, record completeness or communication. Do not use the word “pilot” to blur these distinct objectives.
Our evaluation approach
Define a task and an observable success condition before the session. Record whether the participant completed it, what assistance was needed and which errors occurred. If timing is relevant, specify the start and end points consistently. Compare equivalent tasks rather than a difficult baseline with an easier demonstration.
Interpret the result honestly
A sample-case evaluation identifies usability issues and guides development. Report task completion, assistance, failures and the next product change.
A closer look
| Focus | What to look at | Why it matters |
|---|---|---|
| Usability | Can a participant finish a task? | Record assistance and errors. |
| Operations | Does the process work under realistic conditions? | Define volume, roles and exception handling. |
| Clinical benefit | Does care improve? | Requires an appropriate clinical evaluation. |
Frequently asked questions
Does positive feedback establish clinical benefit?
No. Usability, operational performance and clinical outcomes require different evidence.
Should failed tasks appear in the report?
Yes. They identify development priorities and keep the evaluation interpretable.
Sources & further reading
Reported facts are attributed above. Sections labelled as our interpretation offer NovaDonto’s editorial perspective. Our editorial approach.
Continue the conversation.
Explore the sample-case beta or choose the updates you want to follow.
Updates & beta information ↗