Riverbend Veterinary Group.
A four-hospital synthetic dataset. Real PMS schemas. AAHA-grounded distributions. The same code we'd run on yours.
We can describe the measurement, or you can open it and look. Riverbend is a fictional four-hospital group we built so you can see exactly what the output is — the charged-versus-billed reconciliation, the cross-site referral view, the per-connector audit log — without sending us a byte of your own data first.
Synthetic. No real patient or hospital data.
Methodology.
The dataset is generated, not scraped. Visit volumes, revenue per visit, species and service mix, and referral patterns are drawn from published benchmarks — AVMA economic surveys, VHMA operations data, and AAHA financial and productivity figures. The point is for the numbers to behave like a real four-hospital group's would, so the measurement you see is the measurement you'd get.
Each hospital runs a different practice-management schema on purpose, because that is the condition Central Uplift exists for. Reconciliation happens across all four, the way it would across your sites. The synthetic generator seeds every distribution to the published target and then injects a missed-charge band of 5 to 10 percent, weighted heavier at the ER-to-specialty handoff and on cross-location transfers, which is where the real leak concentrates.
Everything is seeded and reproducible. Run the generator twice with the same seed and you get the same Riverbend, down to the row. That matters because it lets the demo double as a test fixture: the measurement code has a known-correct answer to check itself against.
Some things are intentionally not modeled. We don't simulate individual doctor productivity variance beyond what the schedule implies, because that would invite pseudo-fidelity — numbers precise enough to look authoritative without being grounded in anything. The demo is honest about being synthetic, and it stops exactly where the public benchmarks stop.
When we run against your real data, none of this generation happens — we read what's already there. Riverbend exists only so you can see the shape of the output before you decide.