In a moment of increasing regulatory pressure on Applied Behavioral Analysis (ABA) agencies in the United States, specialized platforms like NQC-ABA are beginning to establish themselves as key tools to help the sector cope with increasingly strict and complex audits.
The web platform, developed by Cuban entrepreneur Frank Balbusano, emerges amid a crisis that is already leading to the closure of agencies, cancellations of providers, and million-dollar claims from Medicaid in various states across the country. Its goal is clear: to enable agencies to identify internal errors in their clinical documentation before federal or state auditors or insurers do.
The need for such solutions is particularly growing in Florida, where the new oversight rules implemented since 2025 have significantly tightened controls over ABA services.
The ABA sector is facing the largest wave of audits in recent years
Over the last decade, Medicaid spending on ABA therapies has rapidly increased in the United States, surpassing $2 billion annually. This growth has also drawn significantly more aggressive oversight from federal and state regulatory agencies.
Recent reports from the Health and Human Services Office of Inspector General (HHS-OIG) document improper or potentially improper payments totaling hundreds of millions of dollars in states such as Indiana, Wisconsin, and Colorado. The investigations mainly point to issues with clinical documentation, billing errors, and deficiencies in internal oversight processes.
Among the most common findings are:
Incomplete or inconsistent clinical notes.
Billing of CPT codes without sufficient support.
Overlap of schedules between therapists or patients.
Lack of mandatory signatures or validations.
Lack of robust internal compliance protocols.
Sector specialists warn that many legitimate agencies end up facing sanctions not necessarily due to intentional fraud, but rather due to administrative weaknesses that are now met with much less tolerance from Medicaid and insurers.
Florida tightens controls and increases pressure on providers
The situation in Florida is particularly delicate since the ABA benefit transitioned to the Statewide Medicaid Managed Care (SMMC) system in February 2025.
The change gave health plans greater control over authorizations, credentials, and provider oversight. At the same time, the Agency for Health Care Administration (AHCA) increased compliance requirements and strengthened audit and enforcement mechanisms.
For ABA agencies, this translates into a much more demanding scenario:
Higher likelihood of being audited.
Lower margin of tolerance for documentary errors.
Real risk of contract cancellation and refund demands.
The consequences have a direct impact on families and patients. When an agency shuts down or loses contracts, many children with autism must interrupt their therapies and start the search for specialized services all over again. It also affects therapists and professionals in the field, including numerous Hispanic and Cuban workers based in Florida.
NQC-ABA: internal audit before the external audit
In this context, NQC-ABA focuses on a preventive approach. The platform operates as an automated quality control system for documents specifically designed for ABA agencies.
Its technology allows for reviewing clinical notes, validating consistency between treatment plans and billed services, detecting potential inconsistencies, and generating internal risk reports before an official review.
Among its main functions are:
Automated validation and analysis of session notes from RBT, BCBA, and BCaBA, with detection of inconsistencies, omissions, and writing patterns that typically trigger alerts during audits.
Cross-checking between clinical notes, treatment plans, CPT codes, and billed units to reduce errors and time overlaps.
Quality reports by therapist, client, and agency, allowing for the identification of risks before they become external findings.
Preparation of documentation ready for external audits, with room to correct errors in advance.
A workflow designed for the optimal analysis and review of ABA documentation, as a supplementary tool.
According to the company, the platform has been in development for over a year and continues to be updated in accordance with the actual criteria used by federal and state auditors. NQC-ABA is already being used by agencies looking to strengthen their internal compliance processes and documentation readiness.
Frank Balbusano and the technological bet of F&F Technologies
Behind the project is Frank Balbusano, an engineer in Computer Science graduated from the University of Computer Sciences (UCI) in Havana and a master's in Applied Behavior Analysis, a rare combination that allowed him to develop software focused on real clinical needs in the sector.
Balbusano founded F&F Technologies with the aim of creating specialized platforms for the ABA ecosystem, focusing on productivity, document quality, and preparation for regulatory audits.
In addition to NQC-ABA, the company also developed ABA Toolkit, a platform designed for generating and organizing clinical notes and operational data for therapists and supervisors.
From its digital community, Balbusano also shares educational content aimed at RBTs, BCBAs, and ABA agencies regarding best documentation practices, clinical standards, and regulatory risks within the sector.
Technology is becoming increasingly important for the survival of the sector
The regulatory tightening is forcing many ABA agencies to completely rethink their internal documentation and compliance processes.
In an environment where an administrative error can lead to audits, million-dollar refunds, or loss of contracts, monitoring and document control tools such as NQC-ABA are becoming an essential part of the operational strategy for numerous organizations.
Beyond technology, the situation reflects a profound change in the ABA sector in the United States: clinical quality is no longer sufficient on its own; it is now also essential to demonstrate, document, and justify each service provided in the face of an increasingly rigorous oversight system.
F&F Technologies is a company focused on developing specialized technological platforms for the field of applied behavioral analysis. Its mission is to help professionalize and protect the operations of ABA agencies through software designed with real clinical insight.
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