~11%
Industry-average denial rate
Across specialties, roughly one in ten claims gets denied on first pass. For a small independent practice, that's six-figure annual revenue stuck in rework.
An AI revenue-cycle layer for small-to-mid independent medical practices. Catch denials before they happen — and capture the revenue you're already entitled to.
CC: Abdominal pain × 6 weeks.
HPI: Cramping RLQ pain, unresponsive to PPI trial. 8 lb weight loss, fatigue. Iron-deficiency anemia noted on CBC.
A/P: Schedule diagnostic colonoscopy.
CodeMatch finding
Chart documents weight loss (R63.4) and iron-deficiency anemia (D50.9). Adding these supports medical necessity and significantly improves first-pass payment likelihood.
The denials are predictable. The fixes are documentable. The work is just nobody's job.
~11%
Across specialties, roughly one in ten claims gets denied on first pass. For a small independent practice, that's six-figure annual revenue stuck in rework.
~40%
Documentation gaps, uncoded diagnoses, and codes the note doesn't support — the failure modes a rules-based scrubber can't see.
0
Small practices can't justify a full billing team. The coding problem hits them hardest — and nobody else builds for them.
Industry-average figures. Your numbers vary by specialty and payer mix — see the ROI section below for practice-specific math.
Two systems working on every claim. One protects you from denials. The other surfaces revenue you're already entitled to.
Defense
A pre-submission read of every chart against every proposed code — looking for the gaps a rules-based scrubber can't see.
Offense
A practice-specific model of what gets paid — derived from your own claim history, payer-by-payer.
Every recommendation must be documentable. The chart has to support it. This is documentation-supported optimization — not gaming the system.
Abdominal pain alone often won't get a colonoscopy covered. Abdominal pain plus weight loss typically does. “Abdominal pain unresponsive to 1–2 months of standard treatment” is clinically decisive — and it lives in the body of the office-visit note, not in any ICD code.
A scrubber can't see it. CodeMatch can.
From a discovery call in gastroenterology. The same pattern shows up in cardiology, orthopedics, dermatology, and every other chart-driven specialty.
Different workflows, different anxieties, the same underlying gap. CodeMatch closes it for all three.
Spend less time second-guessing your documentation — and zero time on appeal letters.
Cleaner claims, fewer denials, and a recovered-revenue line item you can put on a P&L.
A second set of eyes that scales — built for the workflow you already run.
Three things converged in the last 24 months that made an AI coding partner for independent practices buildable — and necessary.
Large language models can read free-text chart notes the way a senior coder does — and apply payer-specific rules across thousands of edge cases in seconds.
Payer remits, CARC/RARC codes, and state-level utilization data are now machine-readable. The signal needed to optimize claims is no longer locked inside a biller's head.
Hospital and PE-owned groups absorb the coding problem through scale. Solo and small-group practices have nowhere to turn — until now.
CodeMatch lives between your EHR and your clearinghouse. It doesn't replace anything — it just catches what they miss.
Read-only integration. No new workflow, no migrations. BAA in hand before we touch a single chart.
Office visit notes, op notes, clinical notes. Cross-referenced against your proposed CPT/ICD codes and your payer's coverage rules.
Every flag links to the exact sentence in the chart. Your biller resolves in their normal workflow.
Monthly recovery reporting by payer, provider, and service line. Every dollar traced to the specific recommendation that earned it.
We don't sell to PE-owned groups or hospital systems. We built CodeMatch because the practices that need this most are the ones nobody else is serving.
CodeMatch is for
CodeMatch is not for
90 days free. No setup fee during trial. If it works for your practice, $5,000 setup plus $1,500/month.
$1,500
per month
After your 90-day free trial. Plus a one-time $5,000 setup fee covering EHR/PM integration, BAA execution, and team onboarding.
Nothing due during the trial. Cancel anytime before day 90.
What’s included
Practice with 11+ physicians? Talk to us about volume pricing.
At the industry-average 11% denial rate, with roughly 40% of denials addressable through chart-reading, the recoverable pool comes out to about 4.4% of net collections every year. The numbers below are illustrative; your actual pool depends on specialty and payer mix.
The recoverable-pool formula
Industry denial rate
11%
Caused by documentation
~40%
Recoverable annually
4.4%
That percentage applied to your net collections is the pool CodeMatch is fishing in. You don't need to capture all of it — just enough to clear $18,500 in year-one cost.
Annual recoverable pool by practice size
Industry-average math. Year-one cost: $18,500 (after the 90-day free trial).
Want the math on your actual collections?
The 90-day free trial includes a baseline assessment from your own claims data — delivered in month one.
Walk away with a real read on your documentation gaps — even if you never buy a thing.