I created this portal as part of my capstone on ethical data stewardship in AI-enabled mental health contexts. I focus on trust-building communication- I make consent, data use, fairness controls, accountability, and recourse visible and understandable. 

I used a secondary research approach. I synthesized peer-reviewed evidence on AI and digital mental health, and I aligned my stewardship design with established governance guidance and risk management frameworks. 

I focus on AI-enabled mental health tools used by adults 18–50 (especially conversational support tools, digital interventions, and AI-assisted workflows).

I prioritize communication governance, not building a clinical AI model.

I do not provide medical advice or replace clinical care.

I cannot evaluate every real-world system; I provide a practical, replicable stewardship template.

Local laws, institutional policies, and clinical pathways vary; I design the portal to be adaptable.

Bias monitoring and privacy controls require continuous maintenance, not a one-time setup.