AI-Powered Oversightfor Regulated Care
Continuous review of care activity to support documentation integrity, compliance requirements, and audit readiness. All insights are advisory and operate alongside clinician oversight.

Audit-Ready
Documentation verified
Regulated care programs are complex
RPM, CCM, and other Medicare programs have strict documentation requirements, time thresholds, and billing rules. Manual monitoring of compliance across hundreds or thousands of patients creates risk and administrative burden.
Missing a required touchpoint, incomplete documentation, or unmet time thresholds can result in denied claims or audit findings—often discovered too late to correct.
Our Approach
The AI layer acts as an adviser and monitor—not a clinician or decision-maker. It continuously reviews care activity against program requirements, surfacing potential gaps while clinicians and system logic retain final authority.

Outcome-focused oversight
The AI layer supports care teams by reviewing activity, identifying gaps, and maintaining audit-ready documentation.
Continuous Care Review
The system reviews care interactions and notes against program requirements and patient context, identifying missing documentation or unmet time thresholds before they become compliance gaps.
Patient-Specific Context
The platform maintains relevant context for each patient. Review insights are tailored to individual care plans, conditions, and program enrollments.
Real-Time Compliance Alerts
Care teams receive timely notifications of potential compliance gaps as they occur, allowing for proactive resolution before documentation issues arise.
Audit-Ready Evidence
All review activity feeds into an immutable evidence trail. Documentation is complete, traceable, and exportable when needed for audits or quality reviews.
From data to documentation
A straightforward flow from care activity to audit-ready evidence.
Data Intake
Care interactions, device readings, and documentation flow into the system from integrated EMRs and connected sources.
Rule Evaluation
The system evaluates activity against program requirements, documentation standards, and patient-specific parameters.
Advisory Outputs
Insights and alerts are surfaced to care teams as suggestions. All recommendations are advisory—clinicians and system logic remain the final authority.
Evidence Preservation
Review activity and documentation are preserved in an audit-ready format, available for export and compliance verification.
Important: All AI suggestions are advisory only. Clinicians and system-enforced compliance rules remain the final authority on care decisions and documentation.
Built for healthcare environments
The platform integrates with existing clinical systems and operates within healthcare compliance frameworks. AI insights are explainable and non-autonomous.
- Integrates with 80+ EMR systems—works alongside existing clinical infrastructure
- HIPAA compliant with enterprise-grade security and encryption
- AI outputs are explainable and transparent to care teams
- Non-autonomous operation—system assists, clinicians decide

Security & Compliance
Enterprise-grade protection
AI oversight for regulated programs
The AI layer enhances these programs by reducing administrative burden and supporting compliant documentation. Programs are supported workflows—not the product identity.
See AI oversight in action
Schedule a demo to learn how continuous compliance review can support your care programs and reduce audit risk.