Traditional Prior Authorization vs. Karova’s AI-Powered Processing

How Karova Slashes Time, Cost, and Complexity from the PA Workflow

How AI-Powered Prior Authorization Improves Efficiency

According to American Medical Association, prior authorization delays patient care by several days in many cases.

StepProcessAverage Time
Identify PA RequirementManual lookup or after pharmacy rejection
1–2 days
Gather Clinical Documentation
Nurse or coordinator pulls chart notes, labs, previous meds2–4 hours
Complete PA Form
Manually enter data into payer-specific forms1–2 hours
Submit PAFax, phone, or log into payer portal30 minutes–1 hour
Await ResponseOften requires follow-up calls, appeals3–7 days or more
  • Total Time to Process One PA: 3–10 business days, often longer for specialty drugs
  • Staff Burden: 1–2 hours of admin time per PA
  • Patient Impact: Medication access delayed; treatment postponed

Karova Health Timeline with AI

StepProcessTime
Upload or Drop Patient RecordDrag-and-drop interface accepts PDFs, CCDs, or EHR exportsInstant
 AI Analyzes & Extracts DataDiagnoses, step therapy history, labs, provider info auto-extracted< 60 seconds
Form Auto-PopulationPre-filled PA form based on payer requirementsInstant
Submission to PayerThrough integrated APIs or payer portals< 5 minutes
Real-Time Status TrackingDashboard alerts, no need for follow-up callsOngoing
  • Total Time to Process One PA: Under 10 minutes
  • Staff Burden: Near-zero manual effort
  • Patient Impact: Same-day PA submission = faster access to medication

Comparison of AI-powered vs traditional prior authorization

 Time Savings Snapshot

MetricTraditional PAWith Karova
Time to Submit3–5 days<10 minutes
Admin Time Required60–120 minutes<5 minutes
Error RiskHighMinimal (AI-validated)
Denial RiskHigh (missing info)Reduced (pre-validation engine)

Why It Matters

While automation offers significant improvements, understanding the underlying challenges is crucial. Explore the comprehensive analysis of the administrative and financial burdens associated with manual prior authorizations in our article, The Hidden Cost of Prior Auths for Providers. Karova doesn’t just speed up the PA process—it redefines it. By embedding intelligence at every step, we:

  • Free up staff to focus on patient care
  • Reduce costs tied to rework and delays
  • Eliminate uncertainty and burnout from the workflow

Ready to reduce your prior auth burden?
Discover how Karova’s AI-powered processing for providers can streamline your process and save your team hours each week.
Request a demo or learn more about our solutions.