A career in healthcare offered Medvient founder Nicole Oliver something she couldn’t turn down as a single mother: a steady paycheck.
She spent 25 years in medical billing, learning how providers get paid, why insurance claims go unresolved and how small problems can grow before anyone spots a pattern.
“I went to school for information technology,” Oliver told Technical.ly. “But I stayed in healthcare because it was so stable, and I never went without a job.”
In 2024, Oliver stepped away from that stability and left medical billing. The Denham Springs resident founded Medvient in June 2025, drawing on her experience to build tools for rural healthcare providers. This summer, she was named one of Technical.ly’s inaugural Louisiana RealLIST Innovators honorees.
“It probably took longer than normal … but at least we got it built without having to go in debt.”
Nicole Oliver, Medvient
Her startup’s first product, Recon, has pilots currently underway, Oliver said.
Providers upload a file containing the past 12 months of insurance claims and payment information. Within about a minute, she said, it flags potential underpayments, repeated denials and overdue payments, then gives billing staff a prioritized action plan.
Healthcare providers are under a lot of financial pressure. Two dozen of Louisiana’s rural inpatient hospitals are at risk of closing — 43% of the total — according to a July 2026 analysis by the Center for Healthcare Quality and Payment Reform. In Alabama, where Oliver is establishing another office, 52% of rural hospitals were deemed at risk.
When these close, communities not only lose nearby care — they also loose a source of jobs with the reliable paychecks Oliver once depended on.
Building the tool she always wanted
Oliver initially explored working with another technical professional to create Recon. But she found it really required someone who knew the ins and outs of healthcare billing, so she decided to build the software herself, using AI to help with coding.
“You have to put your own knowledge into it to guide it,” Oliver said.
She and her husband put their own money into the company before it secured outside investment.
“It probably took longer than normal to get it built,” she said. “But at least we got it built without having to go in debt.”
She wanted to build something she would have found useful while working accounts: guidance on where to focus before problems piled up.
“It’s basically like giving them their own supervisor,” Oliver said.
Recon accepts CSV files exported from providers’ existing software. Oliver said patient identifiers are removed on the user’s computer before the data is sent, and the tool doesn’t need to connect to the provider’s medical records system.
Feedback from an early hospital participant helped shape a feature that checks payments against expected rates, Oliver said. Recon’s Full plan includes comparisons with negotiated insurance rates, including contracts based on local Medicare rates.
Two more products are planned: Defense, to help staff challenge insurance underpayments and appeal denied claims, and Clinical, to support documentation, coding and billing.
Growing across the rural South
After participating in Nexus Louisiana’s Stealthmode Startup school this July, Medvient in August announced partnerships with Dell and NVIDIA.
Oliver also participated in the Birmingham-based Prosper HealthTech Accelerator, powered by gener8tor, which she said brought her first investment and connections that helped her expand into Alabama.
She plans to lease office space at the East Alabama Rural Innovation and Training Hub, or EARTH, in Sylacauga, with move-in slated for January.
She is also planning financial health workshops that would let providers bring a claims file and leave with an analysis.
Eventually, Oliver hopes to serve providers nationwide.
“The more people that I can help,” Oliver said, “the faster I can help, the better it’ll be.”
