Participant Outcomes
Completion rate, demonstrated AI and data tool fluency, applied community-data project output, and continued use of these tools at 90, 180, and 365 days.
Impact
Our first cohort report arrives when the first cohort closes. Outcomes are tracked at the participant, school, and institutional levels, and reporting scales with the program as cohorts close.

First Cohort
We are recruiting a cohort of students in Cali, Colombia. The cohort focuses on applied AI and data literacy using low-bandwidth, shared-device compatible instruction in partnership with community organizations.
Detailed reporting will be published as the first cohort closes, including participation rates, project outputs, and 90-day post-program outcomes.
Outcomes Framework
Completion rate, demonstrated AI and data tool fluency, applied community-data project output, and continued use of these tools at 90, 180, and 365 days.
Functional adoption of attendance, performance, and equity dashboards owned and operated by school staff after engagement ends.
Institutional time-to-insight on equity gaps, administrator and faculty dashboard usage, and earlier intervention rates at partner institutions.
Annual Impact Reports
Higher Education Partnership Outcomes
Aggregate, de-identified reporting from higher education partnerships will be published as those engagements reach measurable milestones.