Revenue cycle software is judged on one thing: how much of what you earn you actually collect, and how fast. Demos rarely show that. This scorecard is for CFOs, revenue cycle directors, and practice administrators at hospitals, clinic groups, and other healthcare providers comparing RCM vendors or deciding whether to replace their current system.
Score each vendor 1–5 on every line, multiply by the weight, and compare totals. Adjust the weights to your priorities before the first demo, not after.
Before you start
- [ ] Pull 12 months of baseline metrics: clean claim rate, first-pass acceptance, denial rate, days in A/R, cost to collect, and net collection rate
- [ ] List your top 10 denial reasons (by CARC/RARC code or local equivalent) and the payers behind them
- [ ] Document your EHR, practice management system, clearinghouse, and payer portals in use
- [ ] Decide scope: full RCM platform, point solution (e.g., denials only), or outsourced RCM with software
The scorecard
| # | Criterion | Weight | Vendor A | Vendor B | Vendor C |
|---|---|---|---|---|---|
| 1 | Front-end: eligibility, benefits, prior authorisation | 15% | |||
| 2 | Claim scrubbing and payer rule library | 15% | |||
| 3 | Denial management and appeals workflow | 15% | |||
| 4 | EHR and PM integration depth | 15% | |||
| 5 | Clearinghouse and payer connectivity | 10% | |||
| 6 | Analytics and reporting | 10% | |||
| 7 | Security and compliance | 10% | |||
| 8 | Implementation, support, and commercials | 10% |
What to check under each criterion
1. Front-end revenue cycle
- [ ] Real-time eligibility checks (X12 270/271) before the visit, not after
- [ ] Prior authorisation tracking, with support for the payer APIs being introduced under CMS's interoperability and prior authorisation rule (US)
- [ ] Patient cost estimates and upfront payment collection
2. Claim scrubbing
- [ ] Pre-submission edits for coding, modifiers, and payer-specific rules
- [ ] How often the payer rule library is updated, and who maintains it
- [ ] Ability to add your own custom edits without vendor tickets
3. Denial management
- [ ] Root-cause categorisation by payer, service line, provider, and department
- [ ] Work queues that route denials to the right person automatically
- [ ] Appeal templates, deadline tracking, and success-rate reporting
- [ ] Predictive flags for claims likely to be denied
4. EHR and PM integration
- [ ] Native or certified integration with your specific EHR version
- [ ] Charge capture flows without manual re-entry
- [ ] HL7 or FHIR interfaces documented, with error handling and retries
5. Clearinghouse and payer connectivity
- [ ] Standard transactions supported: 837 (claims), 835 (remittance), 276/277 (claim status), 278 (authorisations)
- [ ] Number of direct payer connections versus routed through another clearinghouse
- [ ] For Indian providers: readiness for insurer and TPA workflows and the National Health Claims Exchange (NHCX)
6. Analytics
- [ ] Dashboards for denial rate, A/R ageing, and underpayments by payer contract
- [ ] Contract modelling to catch underpayments against negotiated rates
- [ ] Data export to your own BI tools
7. Security and compliance
- [ ] Signed Business Associate Agreement (US) or equivalent data processing terms
- [ ] SOC 2 Type II or HITRUST report available on request
- [ ] Role-based access, audit logs, and encryption at rest and in transit
- [ ] Data residency that meets your jurisdiction (HIPAA, India's DPDP Act, or both)
8. Implementation and commercials
- [ ] Realistic timeline with named implementation staff
- [ ] Pricing model clarity: per claim, percentage of collections, or subscription
- [ ] Exit terms: data export format and transition assistance
Red flags
- The vendor cannot show before-and-after metrics from a reference client of your size and specialty
- "AI denial prediction" with no explanation of what data it uses
- Integration with your EHR is "in progress"
- Percentage-of-collections pricing with no cap and a long lock-in
How to use this scorecard
Send criteria 1–8 as written questions before demos, then run a scripted demo using your own top denial scenarios. Score independently with at least three reviewers (finance, billing operations, IT) and average the results. Always call two references who went live in the last 18 months.
How Syslabs helps
Syslabs supports healthcare providers with independent technology vendor evaluation and with the EHR integration work that most RCM rollouts depend on. Where packaged tools leave gaps, we build custom automation to reduce claim denials at the source.