ICP
Labs with complex payer exposure
Independent clinical labs, pathology groups, hospital labs, reference labs, and specialty labs with molecular, oncology, toxicology, fertility, infectious disease, and other high-complexity test lines.
HIPAA-ready
SOC 2-aligned
Built for Labs
AI Revenue Engine for Labs & Pathology
From specimen to payment – QuickIntell turns your lab into a predictable, automated revenue machine.
Reduce denials, speed up cash, and free your teams from repetitive billing work with an AI-powered lab revenue cycle management platform built specifically for clinical labs, pathology groups, and hospital-based laboratories. Our lab RCM automation solution transforms how labs handle billing, coding, prior authorization, and denial management—turning every specimen into predictable revenue.
>95%
First-Pass Rate
30-50%
Denial Reduction
10-20 days
Faster Cash
Trusted by clinical labs, pathology groups, and hospital-based laboratories
>95%
First-Pass
-50%
Denials
-20 days
Days in AR
Executive summary
QuickIntell gives labs an AI operating layer for revenue cycle control
The platform is built for lab revenue leaders who need payer-specific automation, measurable cash outcomes, phased implementation, and audit-ready trust controls without replacing the LIS, EHR, PMS, clearinghouse, or billing systems already in place.
Automation
Specimen-to-cash workflows
Eligibility, ABN readiness, molecular prior auth, documentation, coding, charge capture, claim scrub, payment posting, denials, underpayments, and secondary COB are coordinated from one RCM layer.
Outcomes
Cleaner claims and faster cash
Teams target lower initial denials, higher first-pass clean claim rates, fewer missed charges, stronger net collections, and shorter lab AR cycles.
Path
Pilot, prove, then expand
Start with one test family, payer group, or workflow such as molecular auth, coding, denial prevention, EOB-to-ERA, or charge capture before scaling across the lab.
Trust
Healthcare controls by default
HIPAA and SOC2 aligned operations, role-based access, audit trails, encryption, and human review queues support revenue cycle automation without removing oversight.
Built for Modern Labs and Pathology Groups
Whether you're an independent reference lab, a hospital pathology department, or a specialized molecular/genetic lab, your business model depends on one simple truth: you only get paid when every specimen is documented, coded, and billed correctly.
Independent Clinical Labs
Processing high-volume routine tests with complex billing requirements
Hospital-Based Labs & Pathology
AP/CP departments billing both professional and technical components
Regional & National Reference Labs
Serving hundreds of ordering providers with complex payer relationships
Specialty Labs
Molecular, oncology, fertility, toxicology, microbiology, infectious disease, women's health, and more
We Work with Lab Directors, Pathologists, Revenue Cycle Leaders, Lab Operations, and IT Teams Who Are Tired Of:
- Denials on high-value tests
- Manual prior authorizations
- Under-coding complex cases
- Chasing documentation across LIS, EHR, and faxed orders
- Capacity limits in their billing teams
The Reality of Lab & Pathology Revenue Today
Your lab is probably experiencing at least some of these challenges. QuickIntell for Labs & Pathology addresses each one with intelligent lab RCM automation, so you can focus on what matters: delivering accurate results and growing your business. Our automated lab medical coding and AI prior authorization for lab tests work together to eliminate these pain points.
Prior Authorization Gridlock
High-cost molecular and oncology tests are magnets for prior authorization. Staff spend hours checking payer portals, deciphering rules, tracking down clinical notes, and uploading documents. Delays push out turnaround time and frustrate ordering physicians.
Hours wasted daily
High Denial Rates and Silent Write-offs
Missing/incorrect ICD-10 codes, incomplete documentation, wrong CPTs on panels, or out-of-date payer rules all lead to denials. Many labs consider this "normal" and quietly write off revenue they already earned.
Revenue left behind
Fragmented Data Across LIS, EHR, and Billing
Orders live in the EHR, results in the LIS, demographics and coverage in the PMS, and billing in yet another system. Manual reconciliation creates missed or late claims, duplicate submissions, and inconsistent audit trails.
System chaos
Manual, Time-Consuming Coding
Coders read detailed pathology narratives, crosswalk them to CPT/ICD/HCPCS/LOINC, and then apply payer-specific rules. It's slow, expensive, and highly dependent on a few experts who are already stretched thin.
Productivity bottleneck
Reactive Denial Management
Denials are handled after the fact, often in spreadsheets and ad-hoc reports. There is no predictive view of which claims are likely to be denied, no systematic root-cause analysis, and no structured approach to prevention.
Patterns missed
Limited Visibility into Profitability
It's hard to answer basic strategic questions: Which tests or panels are actually profitable? Which payers or ordering providers are driving denials? Where are we leaking the most revenue?
Blind spots
You don't need more portals, more people, or more spreadsheets.
You need one AI-powered layer that understands lab workflows, payer rules, and your own historical data—and orchestrates the work for you.
See How QuickIntell Solves ThisHow QuickIntell Automates Lab Revenue Cycle Management
QuickIntell for Labs & Pathology automates every step of your lab revenue cycle management, from the moment an order arrives to when payment is posted. Your team reviews exceptions; everything else goes straight through.
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Step 1: Order & Eligibility
Ingest orders in real time from your LIS/EHR via HL7/FHIR, APIs, or batch files. Run automated eligibility checks, including coverage, COB, PCP, and plan details. Flag high-risk or non-covered tests before specimens are run, triggering ABN workflows where appropriate.
2
Step 2: Prior Authorization for High-Cost Tests
Automating Prior Authorization for Molecular and Genetic Tests
QuickAuth determines if a prior auth is needed based on CPT/HCPCS, diagnosis, payer, and plan. It then pulls the relevant clinical documentation from the EHR, prepares and submits prior auth requests using APIs, RPA bots, and AI voice agents, and tracks statuses and notifies your team of approvals, denials, and requests for more info.
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Step 3: Result, Documentation & Coding
AI Medical Coding for Pathology and Lab Services
QuickScribe turns pathology reports, clinical notes, and dictated findings into structured, codable notes for provider review and attestation. Once signed, the note writes back to the EHR and hands the encounter to QuickCode, which reads reports, orders, and documentation to assign accurate ICD-10, CPT, HCPCS, DRG, revenue codes, and NDC where applicable. Precision and recall exceed 90%.
4
Step 4: Claim Creation & Scrubbing
QuickRCM assembles complete, payer-ready claims. Automatically builds 837P/837I files with lab and pathology-specific rules. Applies payer-specific edits and modifiers, achieving >95% first-pass clean claim rates thanks to custom rule-sets and extensive payer integrations.
5
Step 5: Payment Posting & EOB-to-ERA
EOB-to-ERA Conversion for High-Volume Labs
QuickERA uses OCR + AI to read EOBs and denial letters from 3,500+ payers and converts them into standardized 835 ERAs. Payments, adjustments, and write-offs are auto-posted into your practice management or billing system. Underpayments, non-contractual adjustments, and anomalies are flagged for follow-up.
6
Step 6: Denial Prediction & Resolution
Denial Management and Appeals for Lab Claims
The Denial Management engine predicts denials before submission by payer, test/panel, diagnosis, and ordering provider. Flags high-risk claims for pre-bill review. Auto-assembles appeal packets with the right codes, documentation, and payer-specific language. Over time, your initial denial rate drops, appeal success improves, and collections stabilize.
7
Step 7: AI Voice Agents for Communication
QuickAgents handle inbound and outbound calls in 50+ languages: confirm patient information, balances, and payment plans; reach out to ordering providers for missing documentation or updated diagnoses; provide test status updates and collect missing PA details. Agents can transfer calls to humans at any point and all call data flows into a customizable dashboard.
Ready to See This in Action?
Book a demo to see how QuickIntell ingests your lab data, automates eligibility, PA, coding, and posting, and flags denials before they happen.
Book a Lab RCM DemoThe Labs & Pathology Automation Suite – Modules at a Glance
QuickIntell is a portfolio of AI Agents for Healthcare that automate prior authorization, scribing, medical coding, RCM, denial management, and EOB-to-ERA conversion. Each module can be adopted on its own, but the real power comes when they work together as your end-to-end lab revenue engine.
QuickScribe™
AI Documentation for Pathology & Labs
Listens to clinician–patient encounters or dictation and produces structured notes tailored to your templates. Providers review and attest the note, then QuickScribe writes it back to the EHR and hands the encounter to coding.
- HIPAA and SOC2 compliant
- Multilingual support
- Integrates with major EHRs
- Attestation and coding handoff
QuickCode™
AI Medical Coding for Labs & Pathology
Converts any medical document – lab reports, pathology narratives, referrals, scanned records – into accurate ICD-10, CPT, HCPCS, DRG, revenue codes, and more. Precision/recall above 90%.
- Precision/recall above 90%
- Optional fine-tuning on your data
- Reduces coding turnaround
- Handles complex pathology cases
QuickAuth™
AI Prior Authorization
Determines PA requirements by payer, plan, test, and diagnosis. Gathers and organizes required documentation from the EHR automatically. Submits and tracks PAs using APIs, RPA, and AI voice agents.
- ~1,000+ payer connections
- Auto-determines auth requirements
- Pulls supporting documents
- Tracks every case in one queue
QuickRCM™
Fully Autonomous Lab RCM
Eligibility, PA, automated coding, claim scrubbing, claim status checks, payment posting, and denial management in one platform. Integrated with 3,500+ payers nationwide.
- >95% first-pass clean claim rate
- Integrated with 3,500+ payers
- Robust analytics dashboards
- Payer-specific logic
QuickERA™
EOB to ERA Conversion
Classifies medical correspondence (EOBs, denial letters) and converts EOBs into ERAs across thousands of payers. Feeds seamlessly into your PMS/RCM for auto-posting and AR reconciliation.
- Reads EOBs from 3,500+ payers
- Converts to standardized ERAs
- Auto-posts payments
- Eliminates manual keying
QuickAgents™
Human-like AI Voice Agents
Inbound/outbound, 50+ languages, under 2 minutes to deploy new use cases. Tightly integrated with your EHR, PMS, and QuickIntell stack for real-time data access.
- 50+ languages
- Under 2 minutes to deploy
- Fully HIPAA compliant
- Real-time data access
QuickEHR™
Optional $0 EHR
ONC-certified, AI-powered EHR with zero license cost and white-glove onboarding. Ideal for labs that operate clinics or want an AI-first front end for orders and documentation.
- $0 per-provider licensing
- ONC-certified
- Embedded AI capabilities
- Modern, intuitive interface
Denial Management
Predict, Prevent, Overturn
Predicts payer denials pre-bill, pinpoints root causes, and auto-builds clean claims and appeals. Improves Initial Denial Rate, First-Pass Yield, Denial Overturn Rate, Days to Cash, and Cost per Denial.
- Predicts denials pre-bill
- Pinpoints root causes
- Auto-builds appeals
- Improves overturn rates
Related lab RCM workflows
Connect the surrounding revenue work to the lab automation stack
These workflow pages map the operational pieces that determine whether clean lab orders become clean cash.
Denial preventionPredict lab claim risk before submission and route avoidable denials back to coding, auth, and documentation fixes.Payment postingAuto-post ERA and EOB payments, adjustments, denials, and exceptions into your billing workflow.Charge captureClose missed-charge gaps across panels, add-ons, reflex testing, modifiers, and documented lab services.A/R managementPrioritize payer follow-up, aging balances, timely filing risk, underpayments, and lab collections work queues.COB automationUse eligibility and primary remittance signals to resolve payer order and generate secondary billing opportunities.AnalyticsTrack denial rates, clean-claim yield, payer behavior, test profitability, A/R, and recovery trends.Agent BuilderConfigure portal and lab-specific automation when payer, LIS, or EHR APIs do not cover the workflow.
Ready to see how these products work together?
Book a Lab RCM DemoLab-specific workflows
Automation built around the places lab revenue leaks
QuickIntell translates core RCM modules into lab-specific controls: panel optimization, ABN handling, molecular prior authorization, charge capture, contract recovery, and secondary COB all stay linked to the same patient, order, claim, remittance, and audit context.
1
Lab panel optimizer
QuickCode reviews ambiguous panels such as BMP versus CMP, validates CPT/HCPCS, ICD-10, units, and modifiers, then runs NCCI, MUE, medical-necessity, bundling, documentation, and modifier checks before claim release.
2
ABN and modifier GA readiness
Eligibility flags non-covered or high-risk tests before collection, routes staff to ABN capture where appropriate, and preserves the payer-ready modifier trail for claims that require GA handling.
3
Molecular auth link
QuickAuth connects the planned test, diagnosis, payer rule, clinical documentation, submitted authorization, approval number, units, and effective dates so the auth record follows the lab claim downstream.
4
Charge capture for performed tests
Completed orders, resulted procedures, CDM lines, fee schedules, and missed-charge scans are reconciled so documented lab services become priced charges with the right quantity, modifier, and audit trail.
5
Contract underpayment checks
Posted ERAs are compared against active payer contracts and fee schedules. Variance cases move into an underpayment queue with recoverable dollars, statute timing, and dispute-letter workflow.
6
Secondary COB automation
When a primary ERA posts, COB automation builds secondary 837 claims with primary-paid amounts and CAS detail, supports approval queues, and detects hidden coverage from CO-22 or OA-23 signals.
How the workflow stays connected
- Order and coverage data establish eligibility, COB order, ABN risk, and auth requirements.
- Coding, charge capture, and claim scrub resolve panel logic, modifiers, medical necessity, and payer edits.
- Posting, underpayment detection, denials, appeals, and secondary billing keep cash exceptions assigned and auditable.
Outcomes You Can Expect
While every lab is different, labs and health organizations using QuickIntell typically achieve these results. Beyond the numbers, leadership gains something priceless: predictability. Revenue becomes more stable, denials more manageable, and strategic decisions more data-driven. Our end-to-end lab RCM automation platform delivers these outcomes through intelligent AI medical coding for labs and pathology and comprehensive EOB-to-ERA conversion.
30–50%
Reduction in Initial Claim Denials
For targeted test lines through automated auth, coding, and claim scrubbing
>95%
First-Pass Clean Claim Rate
On AI-scrubbed claims thanks to custom rule-sets and extensive payer integrations
3–8%
Uplift in Net Collections
Especially on complex and high-value tests through reduced write-offs and captured missed charges
10–20 days
Reduction in Days in AR
For lab and pathology claims once end-to-end automation is live
2–4x
Productivity Gains
For billing and coding teams – more claims handled per FTE per day
Get Your Custom Lab Revenue Assessment
Share a sample of your recent lab claims and denials. We'll show you where you're losing money today – and how quickly automation can fix it.
Request Free Lab Denial AuditIntegrations, Security, and Compliance
QuickIntell is built to fit into your existing ecosystem while maintaining the highest standards of security and compliance required for healthcare operations. Our platform adheres to CMS Local Coverage Determinations (LCDs) and National Coverage Determinations (NCDs) for lab test billing and medical necessity requirements.
Seamless Integrations
LIS Integrations
- Epic Beaker
- Cerner
- Sunquest
- Orchard
- LabDaq
- SCC
- and others
EHRs and PMSs
- Major EHRs and PMSs via FHIR
- HL7
- APIs
- and SFTP
Clearinghouses & Payers
- Clearinghouses and payer connections
- for eligibility, claims, and remits
RPA & AI Agents
- RPA and AI agents where APIs don't exist
Enterprise-Grade Security
HIPAA & SOC 2 Posture
HIPAA-aligned safeguards, BAAs for covered workflows, SOC 2 Type II evidence, and encryption in transit and at rest
Role-Based Access Controls
Fine-grained role-based access controls ensuring only authorized personnel access sensitive data
Detailed Audit Logs
Detailed audit logs for every action, from code assignment to denial prediction – ready for CLIA, CAP, and payer audits. Our audit trail supports compliance with CLIA regulations and CAP accreditation requirements.
Trust, BAA, and Data-Use Controls
Lab and pathology workflows often include PHI, orders, results, payer rules, and denial history. QuickIntell keeps these controls reviewable through the Trust Center and security package process.
BAA & Data OwnershipBAAs are available for covered lab and pathology workflows. Customers retain ownership of their lab, billing, and PHI data under the applicable agreement.Request BAAModel Training BoundariesCustomer PHI is not used to train shared or external foundation models. Any customer-specific tuning is governed by contract and tenant controls.Review AI data useAccess, Audit & EncryptionRBAC, audit logs, and encryption in transit and at rest support compliant handling of claims, orders, results, and denial workflows.Visit Trust CenterSOC 2 & HITRUST StatusSOC 2 Type II evidence and current HITRUST roadmap or control-mapping status are shared through legal-approved security review materials.Request security package
Compliance & Regulatory Resources
QuickIntell's audit trail and documentation capabilities support compliance with key healthcare regulations:
- CLIA Compliance: Clinical Laboratory Improvement Amendments (CLIA) regulations require detailed documentation and audit trails for lab billing and documentation.
- CAP Accreditation: College of American Pathologists (CAP) accreditation standards for pathology laboratories.
- CMS Coverage Determinations: Local Coverage Determinations (LCDs) and National Coverage Determinations (NCDs) for lab test billing and medical necessity requirements.
Ready to Get Started?
We'll work with your IT and compliance teams to ensure seamless integration while maintaining the highest security standards.
Book a Lab RCM DemoImplementation Journey for Labs & Pathology
We understand that implementing new technology can be daunting. That's why we've designed a phased approach that minimizes risk, validates results, and scales gradually. For many labs, the first tangible ROI comes within the first 60–90 days.
1
Phase 1•2-4 weeks
Discovery & Assessment
We analyze your current claims, denial patterns, payer mix, and tech stack to identify the highest-ROI automation opportunities.
2
Phase 2•2-4 weeks
Design & Integration
We map data flows between your LIS/EHR/RCM and QuickIntell, then configure eligibility, PA, coding, and posting rules tailored to your lab.
3
Phase 3•2-4 weeks
Pilot & Dual Run
Start with a specific segment (e.g., certain panels, payers, or locations). Run QuickIntell in parallel with your current process, compare outputs, and tune models.
4
Phase 4•Ongoing
Scale & Optimize
Once validated, we expand coverage across all lines of business, continuously monitoring performance and closing any gaps.
5
Phase 5•Ongoing
Ongoing Support
You get a dedicated customer success team, clear reporting, and regular optimization reviews to keep pace with payer rule changes and new test offerings.
Ready to Start Your Implementation Journey?
Let's discuss your lab's specific needs and design a pilot plan that fits your timeline and risk tolerance.
Book a Lab RCM DemoLabs & Pathology FAQs
Common questions about QuickIntell for Labs & Pathology. Can't find what you're looking for? Book a demo to speak with our team.
24 frequently asked questions
Still Have Questions?
Our team is here to help. Book a demo to discuss your lab's specific needs and see how QuickIntell can transform your revenue cycle.
Book a Lab RCM DemoReady to Turn Every Specimen Into Predictable Revenue?
QuickIntell lets your lab teams focus on what they do best—delivering accurate results and caring for patients—while AI quietly takes care of the rest of the revenue cycle in the background.
Book a Lab RCM Demo
See how QuickIntell ingests your lab data, automates eligibility, PA, coding, and posting, and flags denials before they happen. We'll review your current workflows, identify high-ROI automation opportunities, and show you exactly how the platform works for labs and pathology groups.
Schedule DemoSee Lab Workflow Proof
Review how QuickIntell handles panel optimization, ABN readiness, molecular prior authorization, charge capture, underpayment checks, and secondary COB without losing claim context.
See Workflow ProofGet a Lab Revenue Assessment
Share a sample of your recent lab claims and denials. We'll show you where you're losing money today and how quickly automation can fix it, with specific denial, coding, and auth recommendations.
Request AssessmentStart With a Measured Lab Pilot
Use your own recent claims, denials, and priority workflows to scope a focused pilot, validate the findings, and decide where automation should expand next.
Trusted By
Clinical Labs
Pathology Groups
Hospital-Based Labs
Reference Labs
We'll meet you where you are today—then design an AI roadmap that moves your lab from reactive operations to proactive, intelligent workflows.