OutcomeLoop
OutcomeLoop is a mobile + web app for sports-for-development programs to measure real participant outcomes (school attendance, wellbeing, employability skills, social inclusion) without drowning staff in paperwork. Coaches capture quick session notes, attendance, and simple validated micro-surveys offline, then sync when connected. The platform turns messy field data into funder-ready reports with clear indicators, cohorts, and before/after comparisons. It also includes consent management for minors, safeguarding incident logging, and a lightweight referral tracker to partner services (mental health, tutoring, food support). This is not a magic “impact AI” product: it focuses on practical, defensible measurement that small NGOs can actually maintain. The AI component is limited to summarizing qualitative notes into themes and drafting narrative sections for reports, with citations back to the underlying entries to reduce exaggeration and audit risk.