AI infrastructure for the revenue cycle

Revenue,
recovered.

Hospitals quietly lose 1–3% of net patient revenue to underpayment, denials, and unworked appeals. We find it and bring it home.

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Purpose-built for US healthcareWorks with Epic / Cerner / MeditechHIPAA compliantSOC 2 Type II certified
Every year, a mid-size hospital quietly loses
$6,912,000

to underpayment, eligibility denials, and appeals no one had time to work: revenue you earned but never collected.

↓
We find the gap and recover
$5,174,000

brought back and returned to your bottom line. Money that was always yours.

Measurable impact across early deployments

Faster turnaround. Cleaner claims. Higher accuracy.

70%less time spent on appeals
28%higher first-pass claim submission success
90%faster access to contract terms
30+specialized agents deployed in pilots

Find every gap.
Recover every dollar.

PreventEligibility, prior auth, and claims scrubbing stop denials before a claim is ever sent.
DetectContract intelligence and the underpayment radar catch every dollar the payer shorted.
RecoverDenials, appeals, and the AR voice agent chase down what’s already been lost.

Every dollar,
explained.

⌕ How much did we recover last quarter?
How it works

From your systems,
back to your systems.

We read what your RCM already produces and return verified, recovered revenue into the same workflow. Live in weeks, not years.

01

Your systems

Claims, remittances, and contracts flow in from the EHR and billing systems you already run: EDI 835/837, UB-04, FHIR.

02

The engine

Agents verify eligibility, match every payment against contracted rates, score denials, and draft appeals, with human review on edge cases.

03

Money back, in your systems

Verified results, filed appeals, and recovered dollars land back in your existing workflow. No new system to learn.

Three layers. One system.

Revenue leaks at three points.
We close all three.

Prevent

Front-end verification

Verify eligibility and authorization before a claim is ever generated, not after it comes back denied.

Detect

Mid-cycle analytics

Cross-check every remittance against the contract that governs it, automatically, in real time.

Recover

Back-end appeal scale

Draft contract-cited appeals and pursue unworked balances at a scale no back office can match by hand.

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Everything a revenue team
wishes it had.

Contract intelligence

Every payer contract read, classified, and turned into a live rate engine.

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Eligibility verification

Phone and portal agents verify coverage before the visit.

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Denials & appeals

Appealability scored, appeals drafted with contract citations.

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AR voice agent

Calls payers on unresolved claims and logs every outcome.

See it in the product →

Claims intelligence

Modifier errors and uncoded diagnoses caught before submission.

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Analytics

Type a question, get a dashboard. Every answer shows its source.

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The business case

What’s it worth?

$5.17M – $6.92M

annual value for a mid-size hospital: eligibility, contract analytics, and appeals combined, year one.

See the numbers by hospital size

The difference, in numbers

Industry average.
With us.

Cited industry benchmarks next to what our hospitals actually see. Replace the figures with your own sourced data.

Metric Industry average With us
Initial claim denial rate 11.6% averagePublished benchmark, 2025 25–40% fewer denials within 90 daysPilot data
Net revenue lost to denials 4.8% of net patient revenueIndustry survey 35–55% of identified underpayment recovered in 6–12 monthsDeployment data
Cost to rework one denied claim $25–$118 per claimIndustry press Appeal drafted in 20–30 minutes, down from 3–4 hoursPilot deployments
Eligibility check time 3–5 minutes per check, manualManual portal / phone workflow ~41 seconds, fully automatedDeployment data

Industry figures are third-party published benchmarks, cited above.

See your leak.

Send one month of remits and your top three contracts. We’ll return the number. It’s yours either way.

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