Audit-Defensible Sampling & Extrapolation Services for Healthcare Programs
Get expert-driven statistical sampling and extrapolation support backed by nearly two decades of experience. IntegrityM combines scalable automation with human insight to help you meet audit standards, recover overpayments, and strengthen program integrity with greater efficiency and accountability.
What We Offer
We offer full-service statistical consulting for audit and program integrity projects. Our scalable services are designed to support improper payment detection, audit compliance, and sampling for healthcare claims.
Custom sample designs using industry accepted methods
Overpayment extrapolation for full or stratified claim sets
Sampling from data sets ranging from 100 to over 1 million records
Support for corrective action planning
Expert testimony and support for hearings, appeals, and rebuttals
How IntegrityM Delivers Sampling & Extrapolation Services
Our streamlined process simplifies complex analytics while maintaining statistical precision, transparency, and speed. We tailor every step, from secure data intake to final reporting, to meet the needs of auditors, compliance officers, SIUs, and program integrity teams.
Why Clients Trust IntegrityM for Sampling & Extrapolation
With nearly twenty years of experience, IntegrityM provides statistically sound analysis to Medicare, Medicaid, managed care, and commercial health plans. Our work is grounded in regulatory expertise, proven methodologies, and a track record of defensible results.
15+ Years Experience
Statistical analysis and consulting experience
GAGAS-Aligned
Methodologies fully compliant with GAGAS standards
CMMI Level 3 & ISO 9001:2015
Certified processes ensuring quality and consistency
Award Recognized
Recognized by OrangeSlices, Moxie Awards, and Washington Post
Results That Matter: Proven Outcomes that Improve Oversight and ROI
We help clients recover funds, lighten staff workloads, and accelerate timelines, all while delivering better outcomes through defensible data-driven methods. Our approach delivers real financial impact. With ASEPro™, our experts empower healthcare programs to achieve more with less.
- 90% reduction in manual workload using ASEPro™ automation
- Fewer records for providers to review, higher return on effort
- Consistently defensible results validated in audits and hearings
ASEPro and RAT-STATS: Two Trusted Options – Your Choice
Whether your project requires RAT-STATS or benefits from the automation of ASEPro™, IntegrityM delivers accurate, reproducible, and audit-defensible results. We tailor our methods to align with your compliance protocols and statistical requirements, ensuring your findings meet federal or state standards and stand up to the highest scrutiny.
ASEPro™
Automated, scalable, and designed to reduce manual effort while producing consistent, repeatable results
RAT-STATS
OIG-endorsed and widely used in Medicare, Medicaid, and managed care audits
Custom workflows that align with your existing compliance protocols and data systems
End-to-End Audit & Appeal Support
IntegrityM goes beyond analytics — we help defend your sampling methodology and extrapolated findings at every stage of the audit or appeal process. From rebuttal letters to expert testimony, our team ensures your results withstand scrutiny from CMS, contractors, or Administrative Law Judges (ALJs).
Expert preparation of rebuttal letters and appeal documentation
Testimony support for ALJ hearings and contractor audits
Independent QA reviews and second-pass validation
CMS and OIG compliant documentation packages
Who We Serve
IntegrityM provides statistical sampling and extrapolation services to organizations across the healthcare spectrum. Whether you’re managing internal risk, preparing for an audit, or responding to regulatory scrutiny, we deliver fast, accurate, and defensible results tailored to your program’s goals.
- Federal and state healthcare programs
- Medicare contractors and program integrity units
- Commercial health plans and fraud investigations
- Special Investigations Units (SIUs) and internal compliance teams
- Government agencies, managed care organizations, and private payers
Schedule a Free Consultation
Connect with our team to discuss your statistical needs. We’ll help you choose the right tools, design a sound methodology, and prepare your program for audits or internal improvements.
