Three months into credentialing, a surgeon discovered that the applications had never been submitted. That is the situation described by Dr. Birungi in a testimonial published by Primrose Health. The striking detail comes after the rescue: a payer grid, a weekly meeting, an organized process. The fix sounds almost disappointingly ordinary. Yet for a practice waiting to collect money, ordinary administrative work can determine whether the doors stay open.
- The work: billing, credentialing, practice software and remote administration for US providers.
- The customer: independent practices, with particular attention to startups and procedural specialists.
- The buying question: which tasks and exceptions does the quoted percentage cover?
Primrose occupies the space between delivering care and receiving payment. It captures charges, checks claims, submits them, posts payments and follows unpaid balances. Around that core sit tools for appointments, patient messages, online payments and remote check-in. The proposition is broad because the payment journey begins before a bill exists. A missing insurance detail at registration can become tomorrow’s collection problem.
Before the claim, there was a transcript
The company’s published history begins with Iris-Health, a transcription operation started in 2003. Practice management and electronic medical record software followed in 2007. In 2008, the business diversified into billing as transcription declined. That sequence gives the present offering some context: a business handling medical words moved toward handling the financial work surrounding them.
The same timeline places the development of Primrose in 2021, aimed at surgeons and interventionists. Subsequent entries describe Cypress for remote staffing and Tensaw for marketing. These additions follow the practical needs of running a clinic: someone must answer calls, someone must find patients, and someone must make sure the resulting work gets paid.
The money starts at the front desk
Consider the new practice. Primrose offers help obtaining an organizational NPI, maintaining CAQH credentialing profiles, enrolling with Medicare and Medicaid, and approaching commercial insurers. It says it identifies the top 15 payers in a practice’s market. Where appropriate, it helps coordinate with an independent physician association. Commercial credentialing can incur additional charges.
This work has a timing problem. The credentialing team needs to know which contracts are active; the billing team needs that information when deciding how to submit claims. Primrose explicitly connects the two. Its implementation process adds a transition plan and weekly meetings, giving the practice a recurring opportunity to see what has moved and what remains stuck.

Once patients arrive, the platform lets them register from home, send insurance-card images, sign forms and schedule through website or SMS tools. Payment estimates and prepayment features bring another awkward conversation forward. The staff can ask about an expected balance before it becomes an old balance. For patients, the attraction is fewer calls and more tasks they can complete themselves.
A percentage with a job description
Primrose’s billing offer advertises an Essentials plan at 2.25% of gross monthly collections. Software and clearinghouse services are included. Routine visit coding is excluded, and third-party patient statement charges pass through to the practice. The offer also describes a three-month satisfaction refund. Those details matter when comparing what the headline rate actually purchases.
The main pricing page lists Enhanced at 5% and Premium at 6% of collections. Enhanced includes services such as lockbox handling and second-level appeals. Premium lists eligibility verification, prior authorization, third-level appeals, bank reconciliation and coding audits. A practice comparing vendors therefore needs to price its actual workload, including the troublesome claims that need another attempt.
Percent of collections. At an illustrative $100,000 in monthly collections: $2,250, $5,000 or $6,000 before applicable extras. Plans are not equivalent.
That percentage model ties the service fee to collected revenue. It also makes scope unusually consequential. A low rate covering submission alone means something different from a higher rate covering patient calls, reconciliation and deeper appeals. Primrose competes with internal billing teams, independent billing firms and billing services offered by EMR vendors. Its pitch bundles people and proprietary software around the same financial workflow.
The fax joins the AI conversation
Its newer product pages advertise AI-assisted coding, eligibility checks and authorizations. The authorization offering describes extracting information from clinical documents, checking payer requirements and preparing submissions. Smart Fax Management proposes reading incoming documents, assigning urgency and creating tasks. Waitlist Management matches canceled appointments with patients using availability, preferences and clinical priority.
These are specific administrative jobs, which makes them more useful to examine than the general promise of AI. A fax containing a referral must reach scheduling. A cancellation needs a suitable patient who can attend. A request for authorization needs the right supporting documentation. Each tool attempts to shorten one of those journeys.

Give the exception an owner
The older coding page supplies a revealing sequence: Primrose says it assembled a coding and authorization team, then built a custom platform to coordinate the work. People came before that software. Its remote assistants still handle calls, scheduling, referrals and faxes. The offering combines administrative labor with tools intended to make that labor easier to organize.
The useful question is who owns the next step when a claim stops moving.The practical takeaway
A practice can copy that approach before buying anything: map the path from registration to payment, name the person responsible at each handoff, and review unfinished items weekly. During a vendor demonstration, follow one complicated claim rather than admiring the dashboard. Ask how missing documents, payer exceptions and unresolved balances reach a person who can act.
The fit depends on the practice. Outsourcing needs reliable source data, compatible systems and clear escalation rules. A clinic that needs coding or complex appeals should check that its contract includes them. Primrose’s appeal is the prospect of fewer administrative loose ends. The evidence that matters to a buyer will be visible in the work queue: what was submitted, what was paid, and what happens next.