Healthcare AI · Solution 02 of 06

Stop losing revenueto preventableclaim denials

End-to-end revenue cycle automation — from real-time eligibility verification through payment collection. Custom-built to your payer mix, your specialty, your denial patterns. Not a generic billing tool.

86–90%Of denials are preventable
$25–45Cost to rework each denied claim
$520KRecovered for one physician group
YOUR REVENUE CYCLE — AUTOMATED
1
Eligibility verificationReal-time check at scheduling
AUTOMATED
2
Prior authorizationAutomated submission & tracking
AUTOMATED
3
Claim scrubbingAI error detection pre-submission
AI-POWERED
4
Triple check validationClinical, coding & billing
AI-POWERED
5
Denial managementPattern analysis & auto appeals
AI-POWERED
Average days in AR reduced to29 days
THE COST OF DOING NOTHING

Every day you run manual
revenue cycle, you're losing
money

Healthcare organizations with manual RCM processes don't just lose revenue on denials — they pay staff to rework them, wait 65–75 days to collect, and can't see where the leaks are happening until it's too late.

The organizations that adopt custom AI revenue cycle automation recover $300K–$600K annually — not from billing more, but from finally collecting what they were already owed.

65–75

Average days in AR for behavioral health — money sitting uncollected

↓ 29 days with Metricoid
12–15%

Of all claims denied — the majority due to preventable errors

↓ 5.3% with Metricoid
$25–45

Cost to rework every single denied claim manually

Eliminated with automation
20%

Of denials caused by simple data entry errors — fully preventable

Caught pre-submission
THE FULL PIPELINE

Five stages. Fully automated.
End-to-end.

Each stage is where revenue leaks happen. Our custom AI system plugs each leak — from the moment a patient schedules an appointment to the moment payment is posted.

01

Eligibility Verification

Real-time insurance checks run automatically at scheduling and again 24 hours before the appointment. Catches coverage gaps before the patient arrives — not after.

AT SCHEDULING
02

Prior Authorization

Automated auth submission directly to payer portals. Real-time status tracking. Expiry alerts prevent lapses. Reduces PA processing from 13 hours per week to under 2 hours.

PRE-VISIT
03

AI Claim Scrubbing

Every claim is run through an AI model trained on your historical denial patterns before submission. Catches coding errors, missing modifiers, and payer-specific rule violations in real time.

PRE-SUBMISSION
04

Triple Check Automation

Simultaneous clinical, coding, and billing validation before every claim leaves your system. Flags mismatches between clinical documentation and billing codes that would trigger denial.

PRE-SUBMISSION
05

Denial Management

AI analyzes every denial, identifies patterns by payer, code, and clinician, and generates appeal letters automatically. Dashboard shows denial root causes so you eliminate them at the source.

POST-SUBMISSION
WHAT'S INCLUDED

Every capability your
revenue cycle team needs

Real-time eligibility checks

Automated insurance verification at scheduling and 24 hours before each appointment. Alerts staff to coverage gaps before they become denials.

PRE-VISIT

Automated prior authorization

Submits auth requests directly to payer portals, tracks status in real time, and alerts before authorizations expire. Reduces PA work by 85%.

PRE-VISIT

AI-powered claim scrubbing

Trained on your organization's historical denial patterns. Catches payer-specific rule violations, missing modifiers, and coding mismatches before submission.

PRE-SUBMISSION

Triple check validation

Simultaneous clinical, coding, and billing validation. Flags mismatches between clinical documentation and billing codes that would trigger denial or audit.

PRE-SUBMISSION

Denial pattern analytics

Cross-payer, cross-location, cross-clinician denial analytics. Shows exactly where revenue is leaking and why — so you eliminate root causes, not just rework claims.

ANALYTICS

Automated appeal letters

AI generates payer-specific appeal letters automatically on denial. Pulls clinical documentation, payer policy, and denial reason to build the strongest possible appeal.

POST-SUBMISSION

AR aging dashboard

Real-time view of accounts receivable by age bucket, payer, location, and provider. Prioritized worklists for your billing team — highest-value, highest-risk claims first.

OPERATIONS

Payment posting automation

Automatic ERA/EOB posting, contractual adjustment calculation, and patient balance generation. Eliminates manual payment posting entirely for most payers.

COLLECTIONS

PM & EHR integration

Deep integration with your existing practice management and EHR systems. No rip-and-replace — we add intelligence on top of what you already have.

INTEGRATION
DENIAL MANAGEMENT

86–90% of denials are
preventable. We prevent them.

Most organizations treat denials as a billing problem to fix after the fact. The right approach is to eliminate them before they happen — by training AI on your specific denial history and catching every error pre-submission.

For the denials that do come through, automated appeal letter generation means your billing team spends minutes per appeal instead of hours — with higher success rates because every letter is built on the exact payer policy language.

Claim denial rate
Was: 14%5.3%
Days in AR
Was: 71 days29 days
Claim resolution time
Was: baseline82% faster
Annual revenue recovered
Was: $0$520K
TOP DENIAL ROOT CAUSES — WHERE AI INTERVENES
Missing or incorrect informationPatient data, insurance ID, provider NPI errors
42%
Coding errorsIncorrect CPT, ICD-10, or modifier usage
28%
Prior auth failuresMissing, expired, or incorrect authorizations
15%
Eligibility issuesCoverage lapses, wrong plan, coordination of benefits
11%
Duplicate claims & otherTiming, bundling, and procedural errors
4%

All five categories are addressed by Metricoid's pre-submission AI layer

PAYER INTELLIGENCE

Trained on your exact payer mix —
not generic rules

Every payer has different rules, different documentation requirements, and different denial patterns. Generic billing tools apply the same rules to every payer. We train your AI on your actual payer contracts and denial history.

Medicaid (State-specific)

Session type and duration documentation requirements
Prior authorization rules vary by state and service type
Place of service code requirements
Behavioral health carve-out rules by managed care plan

Medicare (Part B & Advantage)

Medical necessity documentation for continued services
Functional outcome measure requirements (PT/OT/SLP)
PDPM and PDGM billing rule compliance
Advance Beneficiary Notice (ABN) workflows

BlueCross BlueShield

Plan-specific prior auth requirements by service
Timely filing deadlines (varies by plan)
Coordination of benefits with secondary payers
Behavioral health carve-out plan handling

Aetna / CVS Health

Mental health parity documentation requirements
Value-based contract performance measure tracking
Level of care criteria documentation (ASAM/InterQual)
Behavioral health managed care plan rules

United Healthcare

Modifier requirements by specialty and procedure
OPTUM behavioral health authorization workflows
Claims submission format requirements (EDI 837)
Provider-specific contract rate verification

Your Payer Mix

We train on your specific payer contracts and fee schedules
Your historical denial reasons become training data
Accuracy improves monthly as the model learns your patterns
New payers added as your organization expands
ROI ESTIMATOR

See what revenue cycle automation
means for your organization

Adjust the sliders to match your organization — see a realistic estimate of what Metricoid's RCM automation could recover.

20
13%
400
$180
ESTIMATED ANNUAL IMPACT
Claims currently denied annually624
Revenue lost to denials today$112,320
Projected new denial rate after automation5.3%
Rework cost eliminated (at $35/claim)$12,950
Estimated annual revenue recovered$79,550
CASE STUDYMULTI-SPECIALTY PHYSICIAN GROUP · NORTHEAST US

Revenue cycle automation in action

Days in AR from 71 to 29 — $520K recovered annually

8 locationsMulti-specialtyCardiology, Internal Medicine, PediatricsNortheast US
THE CHALLENGE

Days in AR had climbed to 71. Claim denials hovered at 14% — with the billing team spending 3 full days per week on rework. Multiple payers, multiple specialties, and no unified denial visibility across locations meant no one could identify where the leaks were coming from.

What Metricoid Built

End-to-end RCM automation integrated with their existing practice management system — no rip-and-replace
AI claim scrubbing model trained on 18 months of their own denial history — specific to their payer mix and specialties
Automated triple check process catching clinical/coding/billing mismatches pre-submission
Real-time eligibility verification at scheduling, eliminating coverage gap surprises
Predictive denial management dashboard — showing denial root causes by payer, clinician, and code across all 8 locations
Automated appeal letter generation — built on payer policy language, generating first-pass appeals in under 3 minutes

“Our cash flow had become a real problem. The Metricoid system started catching errors before claims even left our office. Within 90 days, we were collecting faster than we ever had.”

— CFO, MULTI-SPECIALTY PHYSICIAN GROUP, NORTHEAST US
Was: 71 days
29 days

Days in AR — sustained improvement after month 3

Was: 14%
5.3%

Claim denial rate — across all 8 locations and specialties

Was: $0 recovered
$520K

Annual revenue recovered from denial reduction and faster collection

Was: 3 days/week rework
82%

Faster claim resolution — billing team freed for higher-value work

HOW WE IMPLEMENT

Live in 10 weeks.
Cash flow improving by week 6.

We start with the highest-volume denial category in your current claims data and prove ROI there before expanding to the full pipeline.

Week 1–2
01

Revenue Cycle Audit

We analyze 12+ months of your claims data — denial reasons, payer patterns, AR aging, coding accuracy. We map where every revenue leak is happening.

Week 3–6
02

Build & Integrate

Custom AI models trained on your denial history. Integrations built with your PM system and payer portals. Full eligibility and PA automation configured.

Week 7–10
03

Parallel Run & Prove

Run automation alongside your existing process. Measure denial rate reduction and AR improvement in real numbers. You see ROI before full cutover.

Ongoing
04

Optimize & Expand

AI learns from every new denial, improving accuracy monthly. Quarterly business reviews. Expand to new payers, locations, or specialties as you grow.

COMPLIANCE & SECURITY

Built for the regulatory complexity
of US healthcare billing

HIPAA

Full Privacy & Security Rule

HITECH

Breach notification compliance

BAA Available

Signed before work begins

SOC 2 Aligned

Security & availability controls

EDI 837/835

ANSI X12 claim formats

FHIR R4

Payer API interoperability

CMS Mandates

Prior auth API compliance 2026

US-Hosted Only

AWS/Azure US regions, AES-256

Get Started

Find out exactly how much
revenue you're leaving on the table

We'll audit your current claims data — denial rates, AR aging, payer patterns — and show you in real numbers what automation would recover. 15 minutes, no commitment.

  • Free claims data audit
  • ROI quantified before you commit
  • BAA signed before any work begins
  • Works with your existing PM system
Contact Us

Let's Build Something Exceptional Together!

Have questions or an idea to bring to life? Fill out the form, and our experts will get back to you promptly!

Empowering businesses across the United States with secure, scalable, and AI-powered digital solutions.

Background decoration
Background decoration

Contact Us

emoji
emoji
emoji