Through this blog series, we’ve explored the real-world applications of AI-powered digital co-worker tools. In this blog, we’ll explore the use of AI in healthcare administration.
The healthcare industry is notorious for the volume of time and effort spent on administrative paperwork. Among these is the process of prior authorization (PA), where health insurance companies need to manually review medical treatments and prescription drugs before authorizing patient care. Nearly 25% of medical costs are attributed to this paperwork.
Manual or human reviews are a constraint for most payers. Powered by Agentic AI, the healthcare prior authorization automation tool effectively dismantles this bottleneck, delivering both speed and accuracy in insurance approvals. Let’s see how this works.
The challenge of the “missing info” loop
In the healthcare domain, a significant percentage of prior authorizations get rejected due to missing information. For instance, a physician may forget to submit a specific lab result, or their notes may not explicitly include the patient’s therapy history.
With traditional prior authorization software, missing information can trigger a direct rejection. Physicians and healthcare providers need to resubmit the required information or appeal their case. This can be a slow process.
How it works – collaborative compliance
As an efficient tool for AI automation in healthcare, PA shifts the dynamic from “reject and appeal” to “detect and clarify.” Effectively, it serves as the bridge between clinical data and insurance policies. That said, this healthcare workflow automation tool is designed as a “human-in-the-loop” assistant, instead of purely as a “black box.”
Here’s how it works:
- Clinical OCR
At the initial stage, the AI-enabled agent ingests and extracts relevant data from clinical notes, lab reports, and PDFs. - Policy matching
The next step is to evaluate the extracted medical data against the requirements of the specific insurance policy. - Gap analysis
The next step is the real differentiator. Instead of simply approving (or rejecting) the results, the prior authorization tool identifies gaps, if any. For instance, it can immediately flag a missing X-ray report required for the medical procedure. - Draft generation
The final step is to draft and send a clarification email to the healthcare provider, particularly to request any missing pieces of evidence needed to approve the claim.
Next, let’s look at some of the key metrics that reduce the friction in the healthcare administrative process.
Key metrics in healthcare administration
The prior authorization agent can streamline the administrative process in the healthcare domain with the following key metrics:
- Speed
The agent can complete the entire process from the initial request to drafting the clarification in under 1 minute, thus enabling faster approvals (or denials). - Precision
At the same time, the AI-enabled healthcare agent can evaluate 3 unique policy criteria against the patient’s medical history, thus delivering speed and precision. - Outcome
By avoiding the denial loop, the healthcare agent ensures that valid insurance claims are processed and approved in the first iteration (or pass), thus improving the patient experience.
Conclusion – impacting patient care
By leveraging AI in healthcare administration, healthcare providers can now focus less on administrative work and more on delivering patient care. The prior authorization agent is designed to deliver this outcome. For instance, nurses don’t need to fax their patients’ daily reports to insurance companies, thus saving both time and effort.
By automating tedious but necessary elements of administrative functions (like reviewing medical reports and cross-referencing policy causes), this tool can lower the “administrative tax” in the healthcare sector.
Watch how this prior authorization agent works. Here’s a short video demo.
At Onix, we’re excited about the role of Google Agentspace in revolutionizing the future of healthcare. Looking for a reliable healthcare solution provider? Contact our team today.
