Build an ABA-Vertical AI Note Generator with Compliance Scoring

1. 1

   Build for ABA terminology, not generic therapy

   This is distinct from the existing ABA AI documentation card in this bank; the differentiator is compliance and audit prevention. Train the note generator to understand ABA-specific clinical structure and terminology, tying documentation to goals and the CPT code billed, so notes read as genuine ABA work rather than generic therapy language. BehaviorDocs is the named example of this vertical approach, cited as context, not a template. Domain-accurate output is the price of entry.

2. 2

   Add automated compliance scoring

   The core feature is a system that checks each note against insurance and regulatory requirements for completeness before submission, scoring it and flagging what is missing. Clinics fear denials and audits, so a tool that catches documentation gaps at the point of writing, not after a denial, is genuinely valuable. Build the scoring against real payer and regulatory requirements, and keep it current as those rules change.

3. 3

   Detect audit-triggering duplicate patterns

   Add semantic duplicate-detection that catches documentation patterns, notes that look too similar across sessions or clients, which are exactly what triggers a payer audit. Surfacing these before an actual auditor does helps clinics avoid audits and clawbacks. This preemptive, audit-avoidance angle is the sharpest differentiator over both generic AI scribes and existing ABA documentation tools.

4. 4

   Keep the clinician in control and stay HIPAA-compliant

   AI drafts and scores; the BCBA reviews, edits, and signs, because the clinician is professionally and legally responsible for accuracy and AI can err. Never auto-submit unreviewed clinical documentation. You handle protected health information, so HIPAA compliance, security, Business Associate Agreements, and clear data-use terms (including whether member data trains models) are foundational, not later features.

5. 5

   Sell to audit-wary clinics on tiered SaaS

   Your buyers are ABA clinics and BCBAs who have felt the pain of denials or audits, so sell on compliance confidence and time saved, priced as tiered SaaS in the roughly 20 to 60 plus dollars per month range this category occupies, context, not a fixed price. Integrate with the practice-management and data systems clinics already use so notes flow from real session data. Prove reduced denials and audit risk with early clinics, and be honest that the tool assists compliance rather than guaranteeing it.

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