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Patient Monitoring & Data Analytics

Detect Relapse Before It Happens.

Evidence-based compliance monitoring, daily emotional tracking, and speech-based analytics — so you can intervene when there’s a hint of trouble, not after a crisis.

Proven at ABC Recovery Center over 7+ years with 623 clients. Medi-Cal approved.


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See the Results

Published Results

7+ Years of Proven Outcomes

ABC Recovery Center, Palm Desert, CA — Newsweek Top Addiction Treatment Center 2021–2023. Results published in RecoveryView.

70%

Treatment Completion

vs 48% national average

85

Days Mean Length of Stay

vs 79 days national average

623

Clients Monitored

Sept 2018 – Jan 2026

Co-authored by Dr. Edward Hill (PhD), ABC Recovery clinical staff, and Dr. Matthew Torrington (Addiction Medicine).

The Platform

Four Capabilities, One System

HandHeld Monitoring fills the gap between clinical encounters with continuous, automated monitoring across compliance and emotional wellbeing.

🔒

Compliance Monitoring

Automated random urine test scheduling. Nursing station dashboard or fully automated LabCorp collection. Clients can’t guess a “using window.”

💬

Daily Emotional Check-in

CBT-aligned daily check-in via phone call, web, or smartphone. Mood, stress, cravings, life satisfaction, and medication compliance — every day.

🎤

Voice Analytics

Voice journaling with speech-to-text and emotion detection. Compares self-reported emotion to voice-inferred emotion — a behavioral measure of emotional self-awareness.

🚨

Real-Time Alerts

Text and email notifications to caseworkers, physicians, family, and court appointees for missed check-ins, emotional distress, and compliance violations.

Three check-in channels: phone call (any phone), web browser, or smartphone — universal access for all client populations.

New Clinical Innovation

Emotional Intelligence for Recovery

We don’t just monitor compliance. We build the emotional skills that protect against relapse.

🧠

Emotional Self-Awareness

Daily voice journals are analyzed for emotional tone. The system compares self-reported emotion to detected emotion — measuring whether clients accurately recognize their own emotional state. Alignment improves over time.

🤝

Empathy Recognition Game

Clients listen to voice recordings and identify the emotion expressed. This trains the ability to recognize emotions in others — a skill deficient in SUD populations and critical for therapeutic alliance and family repair.

Backed by published research (E. Hill et al., 2013; 2014), APA-formatted literature reviews, and a formal multi-site randomized study protocol across ABC Recovery and CRI-Help (Los Angeles).

Relapses have dropped dramatically since we adopted HandHeld Monitoring. Clients are more accountable to program compliance. We can monitor our clients more closely and evade relapses when there is a hint of trouble.

Johnny Courreges

Sober Living & Transitional Living Manager, ABC Recovery Center

Who It’s For

Value for Every Setting

Medi-Cal & Public Centers

Improve outcomes metrics for CARF accreditation and Medi-Cal reporting. Already approved and billable — proven reimbursement pathway.

Private Treatment Centers

Increase Length of Stay (more revenue per client), reduce caseworker workload, and expand outpatient capacity with automated monitoring.

Drug Courts

Automated compliance documentation with tamper-proof random testing and real-time fail/miss notifications to probation officers.

Sober Living & Private Practice

Fully automated in-the-wild monitoring through LabCorp. No nursing station required. Remote compliance and emotion monitoring for distributed clients.

Per client, per month pricing  •  No setup fee  •  Medi-Cal billable

All Stakeholders Participate

Every person in a client’s recovery ecosystem gets role-appropriate dashboards and configurable notifications.

🧒

Treatment Team

Dashboards, emotion trends, intervention alerts

🩺

Medical

Meds compliance, specimen management

💼

Administration

Aggregate stats, CARF & Medi-Cal reporting

👪

Family

Optional check-in & wellbeing notifications

⚖️

Court & Legal

Compliance docs, violation alerts

Ready to Improve Outcomes?

See how HandHeld Monitoring can transform recovery at your facility. We’ll show you real data from ABC Recovery Center.

Schedule a Demo

handheldmonitoring.com  •  Dr. Edward (Ted) Hill, PhD