Compliance Intelligence for ABA Therapy

Stop Losing Revenue to Denied Authorizations

Luma monitors every authorization, flags risks before they become denials, and generates appeal letters in 30 seconds — not 3 hours. Built for ABA clinics that refuse to leave money on the table.

Built for ABA clinics managing complex authorization portfolios

30s

Appeal Generation

$47K

Avg Revenue Protected/Mo

90

Days to Full Value

98%

Authorization Visibility

ABA Clinics Are Bleeding Revenue They Don't Even See

Authorization denials, compliance gaps, and manual processes cost the average clinic hundreds of thousands per year.

Authorization Denials

The average ABA clinic loses 15-20% of revenue to preventable denials. Manual appeals take 2-3 hours each and still miss deadlines.

Compliance Blind Spots

Caregiver training mandates, generalization tracking, and documentation gaps create audit risk that teams discover too late.

Fragmented Data

Auth status lives in payer portals. Clinical data in the EHR. Caregiver compliance in spreadsheets. Nobody has the full picture.

Meet Luma

The compliance intelligence platform that protects your revenue, automates your appeals, and keeps every patient on track.

Compliance Intelligence Platform

From denial to appeal in 30 seconds. From reactive to proactive in 90 days.

Luma gives your clinic complete visibility into every authorization, every compliance mandate, and every patient's risk profile — then acts on it before problems become losses.

Denial Alert

UnitedHealthcare denied auth for Marcus J. — Reason: Insufficient caregiver compliance documentation

Luma Response

Appeal generated. Caregiver completed 3.8 of 4.0 required hours. Training log, generalization data, and clinical progress attached. Ready to submit.

Authorization Intelligence

Track every auth across every payer. Get alerts before expirations. See unit utilization in real-time so nothing slips through the cracks.

Appeal Generation

One-click appeal letters with clinical justification, supporting evidence, and payer-specific formatting. 30 seconds vs 3 hours.

Risk Scoring Engine

Unified 0-100 score per patient combining auth risk, generalization gaps, caregiver compliance, clinical plateau, and SDOH factors.

Generalization Engine

Track clinic-to-home skill transfer. Prove therapy effectiveness with data payers actually want to see during reauthorization.

Caregiver Compliance

Monitor mandated training hours against requirements. Auto-flag families falling behind before it triggers a denial.

Portfolio Analytics

Revenue at risk across your entire caseload. Therapist heatmaps. Risk distribution. The full picture in one view.

How Luma Works

From connected data to protected revenue in five steps.

1

Connect

Link your EHR and payer portals. Luma ingests authorization, clinical, and billing data automatically.

2

Monitor

Real-time surveillance of every authorization, compliance mandate, and clinical milestone across your caseload.

3

Alert

Proactive notifications when risk scores spike, auths approach expiration, or caregiver compliance drops.

4

Act

One-click appeal generation, auto-documentation strengthening, and recommended interventions for at-risk patients.

5

Prove

Outcomes dashboards that show payers, auditors, and leadership exactly how therapy is working.

Built for Every Role in Your Clinic

Luma gives every team member the intelligence they need to protect patients and revenue.

Clinical Directors

See risk across your entire caseload. Know which patients need intervention before a denial forces it.

Billing & Auth Teams

Stop chasing payer portals. Every authorization, every expiration, every denial — in one place with one-click appeals.

BCBAs & Therapists

Generalization data and clinical progress tracking that supports your treatment plans and payer documentation.

Clinic Owners

Portfolio-level revenue visibility. Know your true exposure and protect your bottom line with data-driven decisions.

Beyond the Platform: Transformation Services

Luma is the technology. Our consulting team is the accelerant. We help ABA organizations redesign operations for compliance-first growth.

Compliance Transformation

End-to-end redesign of your authorization, billing, and clinical documentation workflows. From reactive firefighting to proactive compliance intelligence.

Learn more

Implementation & Integration

White-glove Luma deployment. EHR integration, data migration, staff training, and go-live support. 90 days to full value.

Learn more

Strategic Advisory

For ABA organizations scaling to multiple locations. Operating model design, payer strategy, and growth planning powered by Luma data.

Learn more

Enterprise-Grade. Healthcare-Ready.

Luma integrates with your existing EHR, payer portals, and billing systems. No rip-and-replace.

FHIR R4 Compatible HL7 v2 Ready HIPAA Compliant Audit-Ready Documentation

Insights & Resources

Thought leadership on compliance intelligence, revenue protection, and the future of ABA operations.

Strategy 8 min read

Why ABA Clinics Lose 15-20% of Revenue to Preventable Denials

Most ABA clinics don't know how much revenue they're losing to preventable authorization denials. Here's how to find — and fix — the leak.

Product 6 min read

The Compliance Intelligence Stack: From Reactive to Proactive

How modern ABA clinics are replacing spreadsheets and payer portal logins with real-time intelligence that prevents problems before they cost money.

Clinical 5 min read

Generalization Data: The Missing Piece in Reauthorization Success

Payers increasingly want to see that therapy skills transfer to home environments. Here's how to capture and present that data effectively.

We Build Software That Protects the Clinics Protecting Kids

Neomatics is a healthcare technology and transformation firm. We built Luma because ABA clinics deserve better tools than spreadsheets and payer portal logins to protect their revenue and their patients.

Our team combines deep healthcare compliance expertise with modern software engineering to deliver a platform that actually works the way clinics do — not the way enterprise software usually does.

Get in Touch

ABA

Therapy Focused

HIPAA

Compliant

90

Days to Value

24/7

Auth Monitoring

One Recovered Denial Pays for the Platform

See how much revenue your clinic is leaving on the table. Book a 15-minute demo and we'll show you.

hello@neomatics.ai