Measurement & Reporting
Standardized dashboards and M&E frameworks to track learner gains, safety competency, and overall program impact in real-time.
Core Measurement Pillars
Learning Outcomes
Rigorous baseline and endline assessments to quantify growth in AI literacy and safety behaviors.
Deployment Fidelity
Tracking attendance, completion rates, and facilitator adherence to the foundation's pedagogy.
Unit Economics
Transparent breakdown of cost-per-learner and resource utilization across partner sites.
Long-term Impact
Tracing post-program outcomes like job placements, further education, and safe AI usage habits.
What Partners Receive
Dashboard Access
Real-time visibility into student progress and site-level performance metrics.
Funder-Ready Reports
Automated report generation tailored for CSR requirements and foundation audits.
Benchmarking Data
Aggregated, anonymized data to compare program success against national and global cohorts.
Reporting FAQ
How is student progress measured?
We use standardized baseline and endline assessments alongside capstone project rubrics to measure both knowledge gain and practical application.
Are the reports ready for CSR audits?
Yes, our reporting templates are designed to meet the rigorous audit and compliance requirements of CSR foundations and international donors.