Evidence-Based Regulatory Decision Support System

AREF Platform

From Policy to Practice

Operationalizing Approved Health Regulatory Policies

Prototype Version 1.0

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

Ethics of AI

The London School of Economics and Political Science (LSE)

Purpose

Independently developed to support discussions during the Department of Health – Health Facilities and Services Regulatory Bureau (HFSRB) AREF Policy Development Workshop.

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Disclaimer

This is an independently developed prototype created for demonstration, policy discussion, validation, and educational purposes.

It is not an official information system of the Department of Health or the Health Facilities and Services Regulatory Bureau.

The workflow, concepts, and recommendations presented in this prototype are intended to support discussion and may evolve based on future policy decisions.

Framework Alignment

AREF Platform within the DOH Regulatory Ecosystem

1
HPRMSHealth Policy and Regulatory Management System

Identifies regulatory priorities and manages the policy portfolio.

2
RIARegulatory Impact Assessment

Evaluates regulatory options and potential impacts before policy adoption.

3
PGRPPolicy Guideline Review Process

Reviews, validates, and approves regulatory policies.

4
AREF PlatformAgile Regulatory Enforcement Framework

Operationalizes approved policies through inspection, evidence-based risk assessment, graduated enforcement, compliance monitoring, and regulatory case management.

5
PBRISPolicy-Based Regulatory Information System

Supports implementation monitoring, regulatory evaluation, and continuous policy improvement.

AREF Platform serves as the operational bridge between policy development and regulatory implementation.

Framework Alignment

HPRMS
RIA
PGRP
AREF Platform
PBRIS

AREF Platform serves as the operational bridge between policy development and regulatory implementation.

Enter AREF Platform

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