01
Clinical AI and clinical automation
Workflows with human review and usage limits
DR² structures pre-visit intake, summaries, reports, checklists, protocols, and AI agents with clinical validation, logs, and clear guidance on what can and cannot be automated.
02
Medical management and operational intelligence
Indicators for management decisions
Dashboards can track ICU, emergency department, beds, staff scheduling, medical output, events, quality, safety, claim denials, and wait times.
03
Interoperability and data
FHIR, HL7, APIs, and legacy systems
Projects involving FHIR, HL7, spreadsheets, medical records, and APIs prioritize correct data, standardization, traceability, and readiness for healthcare AI models.