Cut Denials by 25% for Multi-site Providers & RCM Teams without Adding Headcount
QuickIntell Denial Management lets RCM leaders predict, prevent, and overturn denials, with measurable lift starting in 30 days; full impact by day 90, so you lift First Pass Yield, accelerate Days to Cash, and protect margins.
Designed for clinics, MSOs, and 8-hospital systems
What causes healthcare claim denials?
A healthcare claim denial occurs when an insurance company refuses to reimburse a provider for a medical service. Common causes include eligibility issues (patient not covered on the date of service), coding errors (incorrect ICD-10 or CPT codes), missing prior authorizations, duplicate claims, and incomplete clinical documentation. The average US hospital loses 3-5% of net revenue to claim denials, with denial rates averaging 6-12% across the industry. QuickIntell's AI denial management platform applies ML trained on 10M+ claims across 3,500+ payors to flag risks before submission, automatically generate appeal letters using clinical documentation, and track outcomes. The platform supports both proactive denial prevention before claim submission and retrospective appeal management for denied claims, covering Medicare, Medicaid, and all major commercial payers. Healthcare organizations using QuickIntell report 15-25% reduction in denial rates, 8-15 point improvement in First Pass Yield, and 5-12 days faster Days to Cash, with measurable lift starting in 30 days; full impact by day 90 — without adding headcount.
The Problem
You're stuck with payer-specific quirks, manual appeals, and reactive denial firefighting. It costs higher denial rates (6–12%), cash delays (7–21 days), and lost margin.
The Solution
Here's the simple way: QuickIntell Denial Management applies ML trained on 10M+ claims across 3,500+ payors to flag risks pre-submission, auto-generate appeals, and learn from outcomes—so you reduce denials up to 25% and improve FPY by 8–15 pts.
Why QuickIntell
Closed-loop learning
Denials, prevention, coding, and payment posting share outcome patterns so the next claim is protected before it leaves the door.
Portal automation when APIs stop
Stagehand browser automation drives EHR and payer portals when a legacy system has no FHIR, REST, or clearinghouse API.
PHI-minimized AI calls
LLM workflows run on AWS Bedrock with no third-party retention, and payloads are minimized to the fields required for the denial decision.
Configurable AP-10 and AP-12
AP-10 can auto-create denial cases from claim-denied events, while AP-12 can auto-draft appeals for allowed payer and reason-code combinations.
Provider education that measures change
Provider Education closes the loop with targeted modules and 60-day post-completion denial-rate delta tracking, so coaching is measured against outcomes.
Benefits
Fewer denials, higher FPY
So you can capture 2–5% net revenue uplift.
Faster cash
So you can shrink Days to Cash by 5–12 days.
Lower cost-to-collect
So you can automate 60–80% of appeal prep and avoid overtime/FTE backfills.
How It Works (1–4)
1. Connect
Secure FHIR/proprietary API connectors to EHR/PMS/clearinghouse; historical import for model warm-start.
2. Configure
Map payer rules, set workqueues/SLA ladders, define auto-appeal templates & escalation paths.
3. Run
Pre-submission risk scoring, claim edits, automated appeals, payer-specific evidence packets.
4. Measure
Real-time denial dashboard: FPY, IDR, overturn rate, Days to Cash, root-cause heatmaps.
How AI scores risk
Each draft claim receives six category subscores. The highest-risk axis routes the work to the team that owns the fix before submission.
Eligibility
Coverage and patient-status gaps route to Eligibility or Front Desk.
Authorization
Missing or invalid prior auth issues route to the Prior Auth team.
Coding
Code, modifier, and payer-edit findings route to Coding QA.
Medical Necessity
Documentation or clinical-support gaps route to CDI or Coding QA.
Timely Filing
Deadline risk routes to billing for same-day action.
Bundling
NCCI and procedure-to-procedure conflicts route to Coding QA.
Results from RCM teams using QuickIntell
"By day 90, FPY rose from 87% → 96%, denials fell 22%, and Days to Cash improved by 9 days—without hiring."
— Kara Mitchell, VP Revenue Cycle, NorthBridge Multi-Specialty
Feature Groups
Automate
- • Pre-submission risk scoring & edits (payer-specific rules, LCD/NCD checks, modifier logic)
- • Auto-appeal generation (smart templates, medical necessity language, attachments & EDI submission)
Collaborate
- • Workqueues & SLAs (role-based routing, aging ladders, batch actions)
- • In-app notes & @mentions (provider queries, coding clarifications, audit trail)
Control
- • Payer rule mapping (3,500+ payors; local edits & custom rules)
- • Policy versioning (time-boxed changes, sandbox testing, rollback)
Report
- • Denial intelligence (root-cause trees: CO/CARCs, CPT/ICD, site/provider)
- • Executive KPIs (FPY, IDR, overturn %, $ at risk, cost-to-collect, Days to Cash)
Appeals Capabilities
Appeal specialists get the full escalation, evidence, and compliance workflow in one queue.
Escalation ladder
L1 Reconsideration → L2 → L3 External → ALJ → Litigation.
Peer-to-peer prep
P2P scheduling with an auto-generated Prep Pack for the provider.
Template editor
Reusable appeal letters with placeholders for patient, claim, denial, and payer fields.
Submission tracking
Availity submission, hourly polling, and fax fallback when electronic status stalls.
Compliance dashboard
Daily 6 AM scans flag missing documents, deadlines, and payer-specific requirements.
Frequently Asked Questions About Denial Management
Most groups launch in 2–4 weeks (data connect, rules import, user training).
Typical results: denials ↓ 15–25%, FPY ↑ 8–15 pts, and Days to Cash ↓ 5–12 days, with measurable lift starting in 30 days; full impact by day 90.
No. We integrate with your existing clearinghouse; edits & appeals fit your current flow.
Yes—3,500+ payer maps, LCD/NCD references, region-specific modifiers, and custom rules.
The system flags missing elements pre-submission and requests provider notes automatically.
It automates repetitive work (edits/appeals) so staff focus on high-value exceptions.
Models are trained on 10M+ historical claims/denials and continuously learn from your outcomes; updates are versioned.
>90% precision on top denial categories with explanations (rules/precedents) for auditor review.
Configurable regions; minimum-necessary PHI, encryption, and immutable audit logs.
Yes—headless APIs for risk scores, edits, and appeal generation.
Policy versioning & hotfix updates; alerts surface impacted claims and auto-adjust edits.
Built-in ROI dashboard ties denial reductions and FPY gains to recovered dollars and cost-to-collect.
Yes; the system schedules P2Ps directly on the provider's EHR calendar via FHIR and auto-generates a Prep Pack.
L1 Reconsideration through L2, L3 External, ALJ Hearing (Medicare ~$180 threshold), and Litigation.
Native for OpenEMR, FHIR for Epic/Cerner/Athena, Stagehand browser automation for legacy portals.
Pricing
Starter
For clinics & small groups (1–10 providers)
- • Up to 10k claims/month, 3 payer regions, basic dashboards
- • Auto-appeals for top 20 denial reasons, email support
Growth
For MSOs & mid-market systems
From $6,650/mo, volume-tiered
- • 10k–100k claims/month, unlimited payer regions
- • Advanced rule editor, workqueues, SSO/MFA, audit logs
- • Quarterly optimization reviews, standard SLA
Scale
For health systems & BPOs
- • 100k+ claims/month, dedicated VPC, custom connectors
- • Model customization, sandbox, premium SLA (99.9%), TAM
- • Compliance package (HIPAA BAAs, SOC 2 Type II reports)
(Volume-based pricing; API-only option available.)
Integrations
Works with:
Epic, Cerner, athenahealth, eClinicalWorks, NextGen, Allscripts/Veradigm; Availity, Waystar, Change Healthcare; SFTP/flat files & custom APIs.
What it enables:
- • Closed-loop edits back to EHR/PMS before submission
- • Automated EDI 835/837/277/275 workflows for status, attachments, and payment posting
- • Provider documentation requests for missing notes/orders
- • Denial data sync to your data warehouse/BI
Security & Compliance
BAA available across all tiers; SOC 2 Type II report on request under NDA. PHI never sent to third-party LLMs — model calls run on AWS Bedrock with zero retention.
- • HIPAA (BAA), SOC 2 Type II evidence package
- • Encryption in transit (TLS 1.2+) & at rest (AES-256)
- • SSO/MFA (Okta, Azure AD), role-based access & least privilege
- • PHI minimization, field-level masking, comprehensive audit trails
ROI Calculator
Example: MetroOrtho MSO
Modeled with measurable lift starting in 30 days; full impact by day 90.
Inputs:
- • Claims/mo: 35,000
- • Avg claim: $210
- • Baseline denial rate: 12.4%
- • Overturn rate: 41%
- • FPY: 86.7%
- • Cost-to-collect: 3.6%
- • Payroll on denials: 8 FTE
Modelled Results:
- • Denials −20%, FPY +9 pts
- • Overturn +12 pts, DTC −8 days
- • Recovered revenue/mo: ~$312,000
- • Software cost (Growth): $6,650
- • Net impact: ~$305,350/mo (~46× software ROI)
Recover 25% of your denials in 90 days — see it on your data.
See it on your data or book a demo.