The Framework
A Blueprint for the Future of Prevention & Systemic Reform.
TQRE is more than a tool—it’s a comprehensive, adaptable ecosystem that transforms how governments, services, and communities work together to prevent harm before it happens.
At the heart of TQRE is the Risk Assessment Matrix (RAM) a dynamic, ethical, and human-informed tool designed to identify both risk and protective factors, at several levels and in real time.
While most systems assess harm after it happens, the RAM is built to flag early warning signs and elevate the strengths that prevent escalation. It goes beyond the individual child or case to consider the full ecosystem around them: family, community, culture, services, and systems.
Equity-Weighted Insights-The RAM is culturally safe and trauma-informed by design. It doesn’t simply score risk it interprets it through a contextual and ethical lens, recognising that vulnerability and strength often coexist.
TQRE does not automate judgement. Instead, it empowers decision-makers with transparent, data-informed insight to support ethically sound, timely responses always with human review and contextual nuance.
Prevention-focused triage
Strategic budget allocation
Cross-department coordination
Service provider evaluation
Community-led reform
A Three-Pillar Approach to Systemic Change
Transform Systems
- Predictive AI & Behavioural Profiling → Uses machine learning to identify high-risk patterns before crises emerge, allowing for early, ethical intervention.
- Data-Driven Policy & Decision-Making → Provides governments, policymakers, and frontline services with real-time insights to drive effective, responsive action.
- Interconnected Services & Cross-Sector Collaboration → Aligns child protection, healthcare, education, justice, and community services to create a seamless, prevention-first ecosystem.
Prevent Harm
- Early Intervention & Alerts → Uses real-time data to proactively flag risk indicators in individuals, families, and communities.
- AI-Generated Action Plans → Supports social workers, educators, healthcare professionals, and policymakers in making informed, trauma-informed decisions.
- Culturally-Sensitive & Ethical AI → Designed with fairness, transparency, and respect for diverse social, cultural, and systemic realities—ensuring equity and accountability.
Protect Communities
- Community-Led Solutions → Empowers local organizations, First Nations communities, and social service providers to co-design sustainable interventions.
- Scalable & Global → Adaptable to local, national, and international policy frameworks, creating a lasting, evidence-based impact across different governance models.
- Transparency & Accountability → Built on explainable AI and ethical oversight, providing data-backed, accountable decision-making power for governments and social institutions.