AI in Revenue Cycle Management: Preventing Denials Before They Happen

Industry Update | Revenue Cycle Management

Healthcare revenue cycle management is moving towards identifying billing issues before they result in claim denials, delayed payments, or revenue loss.

In September 2026, Oracle Health announced plans to introduce five AI capabilities across its revenue cycle solutions. These include prior authorization support, clinical documentation reviews, charge capture, professional fee coding, and appeals management. The capabilities are intended to identify potential reimbursement issues earlier in the revenue cycle. Read the original announcement.

Missing documentation, authorization issues, inaccurate charges, and coding errors can lead to rejected claims and additional administrative work. Addressing these issues before claim submission can help reduce avoidable rework and improve billing efficiency.

Key areas healthcare providers should prioritise include:

• Eligibility and authorization: Verify coverage and authorization requirements before services are billed.
• Documentation accuracy: Ensure supporting clinical and billing documentation is complete.
• Coding and charge reviews: Identify inconsistencies and potential billing errors before submission.
• Denial management: Investigate denial reasons, follow up with payers, and submit appropriate appeals promptly.

AI can support routine checks, flag potential errors, and streamline workflows. However, effective revenue cycle management also depends on accurate data, knowledgeable professionals, payer-specific requirements, and consistent follow-up.

At I-Conic Solutions, we recognise the importance of combining efficient processes with experienced RCM professionals to support accurate claims, timely follow-ups, and better revenue cycle performance.

A proactive approach to billing can help healthcare providers address avoidable errors, manage denials, and maintain greater visibility into their revenue cycle.

Connect with I-Conic Solutions for a free consultation to discuss your revenue cycle challenges and identify opportunities for improvement.