Example Dental Laboratory
Illustrative review period · May–July 2026
Executive snapshot
The objective is not to explain every remake. It is to identify the few recurring combinations that deserve management attention first.
Priority findings
Signals are framed as investigation priorities. Correlation is not presented as proof of causality.
Posterior zirconia + occlusion/clearance
This combination appears more frequently in the remake population than its share of overall case volume. Recommended next step: review intake, design, and QC checkpoints for this combination.
Account group D concentration
A small account group contributes a disproportionate share of rework. Recommended next step: compare prescription completeness, scan quality, and repeated reason categories before drawing a cause conclusion.
Reason normalization opportunity
Several free-text remake reasons appear to describe the same underlying issue. Normalizing those labels could improve trend visibility and recurrence measurement.
30-day corrective-action Rx
| Priority | Action | Measure | Decision rule |
|---|---|---|---|
| 1 | Review posterior zirconia intake/QC checklist | Repeat remake frequency | Compare next 30 days vs. baseline |
| 2 | Audit account group D prescriptions and scans | Incomplete-input signals | Escalate if pattern persists |
| 3 | Normalize top 10 remake reason labels | Reason coverage | Target ≥90% classified |
What happens next
After the lab chooses which actions to implement, RemakeRx can compare recurrence against the baseline. This is the learning loop: pattern → intervention → measured outcome.