Prototype Information
This platform is an independently developed prototype created to demonstrate how approved health regulatory policies can be operationalized through digital systems.
It was developed to support discussion during the DOH Health Facilities and Services Regulatory Bureau (HFSRB) AREF Policy Development Workshop.
This prototype is intended for demonstration, validation, training, and policy discussion only.
Developed by
Prof. Michael U. Jimenez, RPsy, RN, LPT, MBA
AI Systems Developer
Professional Development
- •
Postgraduate Program in AI & Machine Learning
The University of Texas at Austin
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Ethics of AI
The London School of Economics and Political Science (LSE)
Your AREF Journey
Follow the recommended learning and implementation pathway.
AREF Academy
Learn the principles, concepts, workflow, and tools of the Agile Regulatory Enforcement Framework (AREF). This module prepares learners to understand AREF before using the operational modules.
Next Recommended Module
Policy Studio →Policy Studio
Collaboratively identify regulatory problems, review evidence, conduct Regulatory Impact Assessment (RIA), develop policy options, build consensus, and prepare policy recommendations.
Next Recommended Module
Operations Studio →Operations Studio
Operationalize approved policies through digital inspections, evidence-based risk assessment, graduated enforcement, compliance monitoring, and regulatory reporting.
Next Recommended Module
Simulation →Simulation
Practice the complete AREF workflow using realistic synthetic health facility scenarios in a safe learning environment.
Next Recommended Module
Knowledge Repository →Analytics & PBRIS
Monitor regulatory performance, compliance trends, risk profiles, enforcement activities, implementation outcomes, and continuous policy improvement.
Next Recommended Module
Policy Studio (Continuous Improvement) →