Prototype Synthetic billing simulation · no live PHI · no real claims · biller does not approve clinical decisioning · switch role
Biller Workspace/Commercial / Provider Invoice ledger
Export Synthetic packet BL

Today · 38 candidates

Billing dashboard

Documentation and billing readiness across the panel. Biller does not autonomously approve clinical decisioning, generate CPT, or write to clinical workflow.

Patient panel map operating surface for billing readiness review

Ready to bill

22

+5 today

Needs documentation

9

−2

Needs provider review

5

flat

Denial risk

2

−1

Closure rate (30d)

87.4%

+3.2pt

Median time-to-bill

11d

−4d

Top patient candidates

PatientDocumentationBilling readinessPayer
JP-DEMO-0042 Evelyn JohnsonPending providerNeeds docMedicare Advantage
JP-DEMO-0068 Maria CastanedaCompleteReadyMedicare Advantage
JP-DEMO-0088 Antonia SinghCompleteReadyOriginal Medicare
JP-DEMO-0073 Desmond HenriquezMissing consentDenial riskDual SNP
JP-DEMO-0105 Florence NguyenCompleteReadyMedicaid Managed

Closure rate (12w)

Ready Needs doc Provider review Denial risk

38 candidates

Billing queue

#PatientServiceDocumentationStateTime-to-close
1JP-DEMO-0068Care navigationCompleteReady3d
2JP-DEMO-0088Smart visitCompleteReady4d
3JP-DEMO-0105Care plan refreshCompleteReady5d
4JP-DEMO-0042Smart visit · homePending providerNeeds doc
5JP-DEMO-0051Home assessmentPending providerNeeds doc
6JP-DEMO-0073Barrier follow-upMissing consentDenial risk

9 patients need documentation

Documentation review

  • JP-DEMO-0042 · awaiting provider sign-off on hybrid note
  • JP-DEMO-0051 · CHW field photo missing
  • JP-DEMO-0073 · telehealth consent missing
  • JP-DEMO-0088 · time log incomplete
  • JP-DEMO-0097 · plan version not refreshed
  • JP-DEMO-0105 · referral closure summary needed
  • JP-DEMO-0117 · provider attestation needed

CPT candidate state

Claims readiness

Biller does not generate CPT autonomously. Provider sign-off is required for any candidate to advance.

PatientCPT candidateProvider sign-offEvidenceState
JP-DEMO-006899490 (CCM 20m)SignedREF-EV-0046Ready
JP-DEMO-008899491 (CCM 30m)SignedREF-EV-0050Ready
JP-DEMO-004299490 (CCM 20m)PendingREF-EV-0042Hold
JP-DEMO-0073Blocked (consent)

Commercial ledger only

Provider invoices

InvoiceProvider groupPeriodAmountState
INV-2026-05-001Provider Group DemoMay 1–15$ — (synthetic)Sent
INV-2026-05-002Provider Group DemoMay 16–31$ — (synthetic)Drafting
INV-2026-04-002Provider Group DemoApr 16–30$ — (synthetic)Paid

No real currency amounts. No real payer mapping.

2 denials this period (synthetic)

Exceptions

  • EX-001 · JP-DEMO-0073 · consent missing · routed back to provider review
  • EX-002 · JP-DEMO-0117 · provider attestation timestamp mismatch

Synthetic exception examples · no real claims.

Documentation analytics

Reports

ReportPeriodCadence
Documentation completeness rollup30d rollingWeekly
Provider attestation latency90d rollingMonthly
Denial-risk pre-flight60d rollingBi-weekly
Payer-mix overview (synthetic)QuarterlyQuarterly

Workspace

Settings

Auto-flag denial risk Block CPT generation without provider sign-off Allow biller-driven clinical decision (PROHIBITED) Audit emission required

Biller-driven clinical decision toggle is intentionally locked off. Production policy prohibits it.