AI Audit Trail Engine
Full, queryable logs of LLM interactions for legal and clinical validation, showing what an AI recommended and what data it used.
Unauthorized data access attempt
AI system attempted to access restricted billing information without proper authorization.
Data Accessed
User
Dr. Sarah Johnson
Patient
Patient #12345
Medication recommendation with potential interaction
AI suggested medication that has potential interaction with patient's current prescription.
Data Accessed
User
Dr. Michael Chen
Patient
Patient #67890
Patient data accessed for discharge planning
AI accessed patient records to assist with discharge planning and follow-up care.
Data Accessed
User
Nurse Rodriguez
Patient
Patient #24680
Appointment rescheduled via patient portal
AI assistant helped patient reschedule upcoming appointment through the patient portal.
Data Accessed
User
Patient Portal
Patient
Patient #13579
Clinical note generated from patient encounter
AI generated clinical documentation based on recorded patient-provider conversation.
Data Accessed
User
Dr. Emily Wilson
Patient
Patient #97531
Potential diagnosis suggestion
AI suggested potential diagnoses based on patient symptoms and medical history.
Data Accessed
User
Dr. James Thompson
Patient
Patient #86420
Insurance eligibility verification
AI verified insurance coverage for upcoming procedure and estimated patient responsibility.
Data Accessed
User
Billing Department
Patient
Patient #75319
Triage assessment in emergency department
AI assisted with initial triage assessment for patient presenting to emergency department.
Data Accessed
User
Nurse Martinez
Patient
Patient #24689
Follow-up care reminder sent
AI generated and sent follow-up care instructions and appointment reminder to patient.
Data Accessed
User
Automated System
Patient
Patient #13578
Prior authorization request submitted
AI compiled and submitted prior authorization request for upcoming procedure.
Data Accessed
User
Authorization Department
Patient
Patient #97532
About the AI Audit Trail Engine
The AI Audit Trail Engine provides comprehensive logging and auditing of all AI interactions within your healthcare system. It captures what data was accessed, what recommendations were made, and ensures compliance with regulatory requirements.
Compliance
Meets requirements for HIPAA, GDPR, and other healthcare regulations.
Data Retention
Configurable retention policies to meet your organization's needs.
Integration
Seamlessly integrates with your existing healthcare IT infrastructure.