Medical practices interactive ForensiQ demonstration using synthetic data
Medical practices · interactive example
Illustrative demo — synthetic dataWhat ForensiQ could reveal for a medical business.
A fictional three-site practice group. ForensiQ joins appointment, consultation, enrolment and billing records, then aggregates them so no individual patient can be identified.
Fictional business: Kōwhai Medical Group · Tauranga, Bay of Plenty · Medtech-style practice data
Illustrative demonstration using synthetic data. Nothing on this page is a client result, a population statistic or a forecast for your business. Figures are generated to show how a ForensiQ view could look, and they reconcile to the underlying synthetic records shown here.
Synthetic patients
18,420
12-month synthetic cohort
Consultations
26,840
up 4.2% on prior period
Missed appointments
6.4%
down 0.8 pts
Service revenue
$2.18m
up 5.1% on prior period
Data completeness
94.2%
3 clinical extracts checked
Consultations by month
Synthetic appointment records, 12 months to 30 Sep 2026
Showing 12 months: 26,840 consultations. Latest period up 3.7% on the first period shown.
View the underlying figures
| Period | consultations |
|---|---|
| Oct | 2,140 |
| Nov | 2,180 |
| Dec | 2,220 |
| Jan | 2,260 |
| Feb | 2,290 |
| Mar | 2,180 |
| Apr | 2,240 |
| May | 2,260 |
| Jun | 2,250 |
| Jul | 2,280 |
| Aug | 2,320 |
| Sep | 2,220 |
Recorded condition categories in this synthetic dataset.
Aggregated counts - not population disease prevalence
Age-band distribution
Synthetic patient distribution by region and city
Suburb rows are shown only where the synthetic group is 30 patients or more. Smaller groups are suppressed and cannot be revealed with filters.
| Geography level | Area | Synthetic patients | Share |
|---|---|---|---|
| Region | Bay of Plenty | 9,840 | 53.4% |
| Region | Waikato | 5,260 | 28.6% |
| Region | Auckland | 2,120 | 11.5% |
| Region | Other / not stated | 1,200 | 6.5% |
| City | Tauranga | 6,240 | 33.9% |
| City | Hamilton | 3,180 | 17.3% |
| City | Rotorua | 2,460 | 13.4% |
| City | Whakatāne | 1,640 | 8.9% |
| City | Other centres | 4,900 | 26.6% |
| Suburb | Bethlehem | 1,140 | 6.2% |
| Suburb | Papamoa | 980 | 5.3% |
| Suburb | Greerton | 610 | 3.3% |
| Suburb | Smaller groups (under 30) | Suppressed | — |
Synthetic records only. No patient, client, customer, employee or vehicle identifiers are included.
No patient names, addresses, contact details, NHI numbers, dates of birth or identifiable clinical histories appear in this demonstration.
Clinical interpretation requires qualified clinical review. ForensiQ does not diagnose, prescribe or claim that a location causes illness.
Operational actions are suggestions based on the synthetic example only.
Your own figures
Want to see this with your business data?
The complimentary assessment includes a private dashboard and findings report, with scope and confidentiality agreed before any data is shared.