Insurance desk overview

Claims-readiness dashboard

AI-assisted review of clinical and billing documentation before cashless pre-authorisation, final discharge authorisation, TPA query response, and claim submission.

Open AI Review
128
Cases reviewed
+18 this week
74%
Ready for TPA submission
after AI review
31
Documentation gaps found
across active cases
42
TPA queries avoided
vs. prior 30 days
₹18.6L
Revenue at Risk Identified
Potential deductions flagged before submission
38%
Discharge clearance faster
average time saved

Recent cases

Latest cases routed to insurance desk and back-office team

View all
PatientSpecialtyCase typeStageReadinessRisk
Patient R.S.OrthopaedicsCashless pre-authPre-auth pending62/100
High
Patient A.K.CardiologyCashless insuranceDischarge pending68/100
Medium-high
Patient M.J.OncologyCashless pre-authTPA query71/100
Medium
Patient S.V.General SurgeryFinal claimResubmission84/100
Low
Patient N.D.ICUCashless insuranceDischarge pending59/100
High

Cases by specialty

Active back-office review queue

Cardiology34
Orthopaedics28
Oncology22
General Surgery18
ICU14
Others12

Top claim-risk categories

Most common documentation gaps detected

  • 1Implant/device details18 cases
  • 2Medical necessity14 cases
  • 3Investigation evidence11 cases
  • 4Final bill mismatch9 cases
  • 5Length of stay justification7 cases

Cases awaiting back-office action

Next step required before TPA submission

  • Patient R.S.
    Reconcile implant quotation with surgery estimate
  • Patient A.K.
    Verify ICU stay justification in discharge summary
  • Patient M.J.
    Attach histopathology report to TPA response
  • Patient N.D.
    Confirm room category and consumables for cashless packet

Human-reviewed AI support for documentation integrity, TPA readiness, and cleaner claims.

AI support for hospital review only. Does not make medical decisions. Does not guarantee claim approval. Human validation required.