
Four non-negotiable principles grounded in Canadian law, international governance standards, and the lived experience of families in crisis. These are the foundations upon which every tool we build, endorse, or advocate must rest.

Principle — Technology in service of people, not the reverse.
AI must serve families, not systems.
Principle — AI systems trained on historical data perpetuate historical injustice unless rigorously audited.
Justice cannot be automated without accountability.
Principle — Black-box decision-making is incompatible with natural justice.
Families deserve to understand the systems that affect them.
Principle — No algorithm may replace the right to a fair hearing before an impartial human adjudicator.
AI advises. Humans decide. Always.
Key Governance Frameworks Referenced