Why start with one case
A focused pilot gives you signal fast. Instead of debating a broad rollout in the abstract, the team can inspect whether the workflow helps on a real case review task.
One de-identified case is enough to expose whether the tool improves access, clarity, and documentation.
- Lower operational risk.
- Faster internal feedback.
- A clearer basis for rollout or rejection.
Choose a workflow, not just a model
The pilot should be anchored to a concrete workflow need such as treatment discussion, implant review, teaching, or collaboration with a lab.
That keeps success measurable. You are not testing whether a 3D model looks good. You are testing whether a decision becomes easier to reach and document.
- Define who needs to review the case.
- Define what finding or decision the pilot should support.
- Define what output the team expects after review.
Measure the right outcomes
A useful pilot should answer whether the workflow was faster, clearer, and easier to repeat. Those are the outcomes that determine adoption.
If the team finishes with a stronger shared understanding and less friction, the pilot is doing its job.
- Time to open and review the case.
- Ease of marking, measuring, and discussing the anatomy.
- Quality of the final notes, screenshots, or exported summary.
How MedViz supports this approach
MedViz lets teams start with a free browser-based review experience, then move into a private workflow when they want saved access, shared case continuity, and support around rollout.
That makes it a practical fit for teams that want to prove value first and expand second.
- Start with the free demo to test the interface quickly.
- Use a de-identified model to validate the workflow on a realistic case.
- Scale into a private team setup only after the pilot shows value.