Can AI & Tech-Enabled Solutions Improve Laboratory Revenue?

While 2020 has certainly taken an unexpected turn making financial projections and budget expectations that were written last summer obsolete, it has also brought a time of reevaluation and reflection in an industry that runs at hyper-speed 24/7. With COVID-19 impacting patient census in hospitals and significantly reducing onsite care in provider practices and outpatient facilities, ancillary services like laboratory testing have had the opportunity to reevaluate the long-term efficiencies brought by tech-enabled service solutions.

With the financial impact of 2020 still up for grabs and laboratories struggling with serious cash flow issues, the one area in capital expenditures that are not being reallocated or revamped is IT upgrades. Laboratories, whether inpatient or outpatient, understand that AI enhancements are key to improving overall revenue as the reimbursement picture continues to tighten at a now-accelerated pace.

How Can AI Improve Laboratory Revenue?

There is a tremendous opportunity to review physically cumbersome, administratively inefficient, and fiscally ineffectual systems. With the massive savings afforded by converting to a tech-enabled service solution workflow, laboratories can manage things like prior authorizations and denials much more efficiently.

3 Areas That Easily Adapt to AI Functions

Let’s look at three areas within the healthcare payment lifecycle that lend themselves to automation and AI-driven solutions.

Patient Access

  • Prior Authorizations (PAs) — For laboratories, molecular and genetic diagnostics are the rising stars becoming more common with new and better tests being developed every day. Today, molecular and genetic testing are responsible for an estimated $8.7 billion in laboratory revenue and is expected to grow to $12.9 billion by 2024.

    With the increased usage will most likely come increases in PA requests from insurance payers, but laboratories are struggling with lost revenue from missing PAs from referring providers, retro PAs denied, and inpatient/emergent testing needing initial PAs.

    What if there was a >98+% accurate solution, available for processing and follow-ups 24/7, and by its digital nature, alleviated burdensome administrative staff hours?

    The answer is a deployed AI-driven tech-enabled service PA solution that utilizes machine learning capabilities and predictive analytics to remain current on the various changing insurance payer guidelines. Additionally, a system like this would be supported by experienced specialists to process emergent or complex PAs, as required – all to keep the system running smoothly and providing a complete end-to-end solution.

Revenue Cycle Management

  • A/R Optimization and Denials Management — Like PAs and patient access, AI-driven automation can make quick work of managing the overall A/R process, especially the claim denial workflow. Denials are often left to languish until someone has time to tend to them, or worse, shelved completely.

    The Medical Group Management Association (MGMA) reports that industry-wide 50-60% of denials are never worked due to lack of knowledge or time. As margins tighten, labs no longer have the luxury of ignoring denied claims that jeopardize the bottom-line revenue.

    By utilizing AI and machine learning technology, labs can navigate a plethora of insurance clearinghouses with constantly updating rules and regulations to ensure their efforts are current and up-to-date, claims are resubmitted timely, and money collected when due.

  • Insurance Discovery — The ability to bring AI capacity to self-pay A/Rs and outstanding accounts to search vast insurance clearinghouses for undisclosed insurance coverage sounds like something in the distant future.

    Available now, this type of digital technology integrates with your LIS/EHR/EMR systems to check and verify unknown insurance coverage, verify benefits, and resubmit unpaid claims to the new insurance carrier. With up to 10% of uncollectible accounts being recoverable, this new technique takes a significant bite out of write-offs and moves them to the bottom-line.

Salvaging 2020 is on top of everyone’s mind right now. Volume declines have hit all types of labs with cash flow down by over $5 billion in two months. With everyone’s focus on COVID-19, there has been a complete breakdown of high-margin tests that drive bottom-line revenue.

Now maybe the time to integrate new technologies to be better prepared to fight another day.

Contact us to learn more about tech-enabled service patient access and RCM solutions.

About the Author

Infinx
Infinx Healthcare provides innovative and scalable payment lifecycle solutions for healthcare practices. Combining an intelligent, cloud-based platform driven by AI with our trained and certified coding and billing specialists, we help clients realize revenue, enabling them to shift focus from administrative details to billable patient care.

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