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Inovalon Research Identifies Preventable Drivers of Claim Denials and Prior Authorization Delays

by Fred Pennic 08/14/2026 Leave a Comment

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Inovalon and Google Cloud Partner to Launch AI-Enabled Prior Authorization Solution

What You Should Know

  • An Inovalon national survey of over 400 revenue cycle management (RCM) leaders by Inovalon reveals that healthcare’s most costly billing problems begin before a claim is ever submitted.
  • Front-end workflow breakdowns drive 78% of denied claims, led by insurance eligibility verification, patient registration, and prior authorization delays.
  • Prior authorization remains heavily manual: 93% of provider organizations rely on phone, fax, or payer portals, with only 7% utilizing dedicated prior authorization software.
  • Prior authorization friction impacts 85% of acute hospital revenue cycle leaders and 70% of C-suite executives overall.
  • 37% of leaders report financial loss from uncompensated or cancelled care as the single greatest impact of manual prior authorization workflows.

Setting-Specific Front-End Breakdown

While front-end breakdowns serve as the primary catalyst for initial rejections across the care continuum, the underlying operational driver varies depending on the clinical environment:

  • Ambulatory Organizations: Driven predominantly by insurance eligibility errors (33%) and patient registration discrepancies (19%).
  • Acute Care Hospitals: Triggered mainly by insurance eligibility checks (28%) and prior authorization failures (23%).
  • Post-Acute Care Providers: Constrained by missing or invalid claim data (22%), prior authorization bottlenecks (21%), and eligibility verification gaps (18%).

Prior Authorization Manual Overhead

Despite broader enterprise digital transformation, prior authorization workflows remain overwhelmingly manual and fragmented:

  • Manual Tool Reliance: 93% of provider organizations still rely on manual channels—such as phone calls, faxes, or individual payer portals—to process authorizations, with two-thirds managing the process entirely on-site.
  • Low Dedicated Tech Adoption: Only 7% of surveyed organizations utilize dedicated prior authorization software.
  • Inconsistent Payer Standards: 56% of RCM leaders (rising to 73% among hospital leaders) identify varying health plan rules as their central difficulty.
  • Executive Concern: Prior authorization has escalated to a major C-suite concern, cited as a critical operational challenge by 70% of executives and 85% of acute hospital leaders.
  • Financial Impact: Uncompensated or cancelled care represents the single greatest consequence of prior authorization friction, cited by 37% of leaders.

The Strategic Shift “Left” to Predictive Intelligence

To mitigate these systemic friction points, revenue cycle teams are shifting focus from post-submission appeals toward “shifting left”—embedding predictive AI and automated eligibility verification directly into front-end patient access workflows to resolve coverage gaps and authorization requirements before claims are submitted.

“Our research reinforces a broader shift happening across revenue cycle management,” said Karly Rowe, President of Inovalon’s Provider Business Unit. “Providers are spending too much time fixing problems after a denial occurs. The greater opportunity is shifting left by preventing issues before they become denials through connected patient access, eligibility, authorization, and predictive intelligence embedded directly into provider workflows.”

For full findings in each whitepaper: Claim Denials: Prevention Strategiesand Pain to Promise: Prior Authorization Automation


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