Rumana Khan opens AI governance advisory inquiries for child-focused tech

Rumana Khan is inviting advisory enquiries on AI governance for children’s education and emotional wellbeing products, bringing her engineering and product background to questions of safety, oversight and developmental impact. The work centers on proprietary frameworks meant to shape how AI systems support children without creating dependency, mislabeling or unsafe escalation gaps.

Why it matters: - Child-focused AI tools can affect how children learn, self-regulate and ask for help. - Khan’s advisory pitch is aimed at building governance rules before products ship, not after problems emerge. - The approach focuses on practical safeguards for education and emotional wellbeing apps, where the stakes include safety, trust and long-term development.

What happened: - Rumana Khan, founder of Child CEO™ and Psy Buddy™, opened AI governance advisory enquiries for children’s education and emotional wellbeing technology. - The announcement was made in Melbourne on November 10, 2026. - Khan is positioning the advisory work around how human development principles should influence AI behaviour, limits and oversight. - Interested groups can request a scoping conversation using “AI GOVERNANCE ADVISORY”. - Book a call

The details: - Khan’s proposed advisory method uses three proprietary developmental frameworks: Human Development Intelligence™ (HDI), EMOTE™ and Human Growth Intelligence™ (HGI). - HDI looks at emotional, relational, behavioural, cognitive, adaptive and character capabilities in context. - HDI is meant to support appropriate help without turning a difficult moment into a permanent label. - HDI also requires AI interpretations to stay distinct from what a child actually said. - EMOTE covers exploration, meaning-making, responsibility, perspective-taking, action and reflection. - Proposed governance controls would define permitted prompts, boundaries around sensitive disclosure and when a human response is required. - HGI examines capability growth through practice, increasing independence and use beyond the app. - HGI treats fewer digital prompts as a potentially positive outcome. - HGI requires growth claims to be backed by defined evidence and context, not engagement statistics alone. - Khan’s governance specification calls for minimal data collection and purpose-limited access. - The specification also separates personal support, safeguarding records and institutional reporting. - Proposed advisory work would examine accountability for decisions, human review processes, testing for inappropriate advice, dependency risks and escalation failures. - Child CEO’s 40-module annual online curriculum is ready for Australian school rollout, with a one-term pilot option. - Psy Buddy’s working MVP is available for demonstrations focused on ages 8 to 12. - Khan said the frameworks are subject to evaluation and are not clinical assessments or a certification of compliance.

Between the lines: - The advisory framing suggests a shift from generic AI safety talk to child-development-specific governance. - The emphasis on fewer prompts, real-world skill use and escalation design signals concern about over-reliance, not just harmful content. - The offer also positions Khan’s existing products as proof-of-context for the governance model, while keeping the frameworks separate from medical or compliance claims.

What's next: - EdTech founders, schools, mental health and community organisations, researchers and advisory bodies can ask for a scoping conversation. - Proposed outputs include a product risk and responsibility map, a human oversight and escalation design, and an evaluation plan. - Scope would be agreed for each engagement. - Workshop, panel and speaking enquiries are also open. - Specialist legal, safeguarding and clinical input would be brought in where required.

The bottom line: - Khan is trying to turn child AI governance into a design discipline: set developmental guardrails early, measure more than usage, and keep human oversight built in from the start.