Case Study · 001/Beta cohort · PioneerRx · Single location

Fifteen hours
a week. $45,000
captured. Ninety days.

Greg* runs a single-location independent pharmacy. He didn't hire anyone new. He didn't change his workflow. He pointed his part-time tech Jessica* at the opportunity list we surface every morning and let her work. Here's exactly what happened.

$45K+
Captured · 90d
~25×
ROI · subscription
100+ / wk
Submissions
File · Verified · Ongoing
Dossier
RX-001-GR · Greg's Pharmacy*
Active
Program entry Beta · Day one
Captured / 90d $45,000+
Total paid 3 × $599 = $1,797
ROI · subscription ~25×
Staff dedicated 1 PT tech
Hours / week ~15 h
Submissions / wk 100+
Outreach method eRx change requests
PMS · PioneerRx
Single location · Beta cohort · Miami area
Case · 001 · Verified results
Window · 90 days · ongoing
Captured
$45K+
In under 90 days
Return on sub
~25×
$1,797 spent → $45K+ back
Staff time
15 hrs / wk
One part-time tech
Throughput
7×
Vs. full-time manual
Background

First client. Longest run. Clearest proof.

Greg's pharmacy committed to TheRxOS when beta meant exactly that: real data, real results, real friction. They've seen the bugs. They've worked around the quirks. They've pushed through workflows that weren't yet seamless.

And through all of it, one thing didn't waver — the data surfaced real money, and they captured it. What the Greg's Pharmacy team understood early is that the imperfections of a beta system don't change the math of a legitimate clinical opportunity.

If the NDC switch is real, it's real. If the therapeutic interchange is valid, the prescriber approval generates margin. The system found both — and it keeps finding them every day.

Three payments in. $1,797 paid to the subscription. $45,000+ captured. The math is not theoretical.

The operational setup was intentionally lean. One pharmacist intern — Jessica* — working part-time, roughly 15 hours per week, handled all opportunity review and prescriber outreach. No additional FTE. No operational overhaul. No new department.

This is the model: a focused staff member works through the opportunity queue the system surfaces. She validates, she submits, she reconciles. The platform does the daily scanning and detection. The human closes the loop.

And this is at one pharmacy. Running a tool that was still half-built when they started. That's the part that matters.

Month by month

Three payments.
Under three months.

A clear picture of how the model compounds when you point a focused tech at a prioritized list every morning.

M1
Payment #1
$599 · Subscription live

Data in. First opportunities flagged.

PMS export connected within the first week. Daily claims scan ran and surfaced the first batch of therapeutic interchange candidates and NDC optimization targets. Jessica started working through the dashboard — manually, methodically, without a perfectly polished UX.

The data was clear enough to act on. That was enough.

First captured revenue returns
M2
Payment #2
$599 · Workflow locked

Momentum builds. Cadence forms.

By month two, Jessica had developed a working cadence. Roughly 15 hours per week — reviewing flagged opportunities, submitting eRx change requests, reconciling approvals back to dispensed claims.

The system had its beta quirks. Greg's team worked around them. Prescribers responded. Margin showed up in the data.

Capture rate accelerating
M3
Payment #3
$599 · Model compounds

$27K becomes $45K. The loop pays for itself.

By month three, the system had matured — new triggers, better coverage data, and a tech who knew the workflow cold. The captured revenue had already justified bringing on additional part-time hours. The program paid for more staff.

Three payments in. $1,797 paid. $45,000+ captured. No full-time hires, no added overhead.

$45,000+ total profit captured
How they staffed it

One part-time tech. Fifteen hours. No chaos.

TheRxOS doesn't require a new FTE or a clinical team. Greg's Pharmacy proved it runs as a part-time layer on top of normal operations — and the throughput ratio versus fully manual work isn't close.

Staffing model
15 hrs / week

One pharmacist intern, working part-time. No new full-time hire. 100+ opportunity submissions per week — roughly 7× the throughput of fully manual workflow.

Manual workflow 40 opps / 40 hrs
TheRxOS workflow 100+ opps / 15 hrs
Per-hour gain ~6.7×
01 · Daily
Opportunity review
Jessica works through the flagged queue each morning — validating therapeutic interchange candidates and NDC switches before any outreach is submitted. Highest dollar value first.
02 · Outreach
eRx change request submission
Instead of fax, Greg's Pharmacy leveraged eRx change requests for prescriber outreach — a workflow distinction that may prove significant as data accumulates across clients.
03 · Close
Approval tracking & reconciliation
Jessica monitors prescriber responses, flags approved changes, and reconciles them against dispensed claims to confirm capture — the only way you know what actually hit.
04 · Automated
The platform does the heavy lifting
Daily claims scan, opportunity detection, prescriber deduplication, and evening reconciliation all run automatically. No manual data entry. No spreadsheets.
Beta variable · under observation

eRx change requests vs. fax: an emerging signal, not yet a conclusion.

Greg's Pharmacy used eRx change requests rather than traditional fax for prescriber outreach — a meaningful workflow distinction. Whether this translates to higher approval rates or faster turnaround is a hypothesis, not yet a finding. It requires comparison data from additional pharmacies before we can draw any conclusion.

What is clear: the performance speaks for itself regardless of attribution. As more clients come online, this variable will either prove significant or it won't. The data will tell us. We're publishing the observation now so we're on record.

The math

$1,797 paid. $45,000+ back.

Three payments. One part-time tech. Twenty-five times the subscription cost returned in under ninety days.

Total paid
$1,797
3 × $599 subscription
Profit captured
$45K+
Reconciled against dispensed claims
Return on spend
~25×
On subscription alone

All-in view: Intern labor at ~15 hrs/week × ~13 weeks × $20/hr = ~$3,900. Total three-month spend including labor: ~$5,700. Net gain: ~$39,300 in under 90 days. Even the worst-case accounting returns roughly 7× on total spend. And every converted opportunity continues to pay on refill — the compounding component isn't captured in the 90-day snapshot.

In Greg's words
G*
"The system didn't need to be perfect. The opportunities needed to be real. They were. That's the entire job."
Greg* · Owner · Single-location independent · PioneerRx · Beta cohort
*Name changed at the pharmacy's request. Independent pharmacy owners who publicly optimize around PBM economics face retaliation through audits, contract non-renewals, and reimbursement adjustments. We protect every client who asks. Verifiable results and real names available under NDA on a demo call.

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