Volari AI vs MD Clarity
MD Clarity is a platform your team runs to optimize revenue across the board. Volari does one thing for you — recovers the denials you wrote off, paid only on results.
| MD Clarity | Volari AI | |
|---|---|---|
| What it is | Revenue-optimization platform — underpayment detection, denials, patient estimates, contract analytics (plus a newer tech-enabled recovery service) | Focused, done-for-you denial recovery — works the written-off pile end to end |
| Model | Software your team operates (subscription) | Done-for-you service — nothing for your team to run |
| Pricing | Subscription, customized / à la carte | 25% of recovered dollars — nothing if nothing comes back |
| Built for | Provider groups, physician groups & MSOs with staff to run a platform | Independent practices with no dedicated appeals team |
| Who does the work | Your team, using the tools | Volari's AI agents — fully managed |
| Risk to you | Pay the subscription regardless of recovery | Zero — outcome-based, pay only on recovered dollars |
When MD Clarity is the better choice
MD Clarity is a strong fit if you want an all-in-one revenue-optimization platform — patient estimates, underpayment detection, contract analytics, and denials — that your team runs in-house, and especially if underpayment detection across your contracts is a priority. If you have staff to operate a platform and want broad revenue visibility, MD Clarity is built for that. Volari is the opposite shape: for the independent practice with no appeals team that just wants the denied, written-off claims recovered for it, paid only on what comes back.
Common questions
What's the difference between Volari AI and MD Clarity?
MD Clarity is a revenue-optimization platform your team operates — patient cost estimates, underpayment detection, contract analytics, and denials management, on a subscription. Volari is a done-for-you denial-recovery service: AI agents work the claims you already wrote off, and you pay 25% only on what's recovered, nothing otherwise. One is broad software you run; the other is a focused outcome you buy.
Is MD Clarity or Volari better for a small independent practice?
It depends what you need. If you want broad in-house revenue tooling (estimates, underpayments, contracts) and have staff to run it, MD Clarity covers a lot of ground. If you're an independent practice without a dedicated appeals team and your real problem is the pile of denied claims you wrote off, Volari is built for exactly that — done-for-you, no platform to operate, paid only on recovery.
Does Volari do underpayment detection and patient estimates like MD Clarity?
No — and that's intentional. Volari focuses on one job: recovering the denied and written-off claims an independent practice gave up on, on a no-risk basis. MD Clarity is a broader revenue-optimization suite. Practices that want the wider toolset may prefer a platform like MD Clarity; practices that just want their written-off denials worked for them, paid on results, are who Volari is built for.