Learning poverty remains high
World Bank reports that around 70% of children in low and middle income countries cannot read and understand a simple text by age 10.
Sector Playbook
Education & Skilling AI
Use AI to improve attendance, instructional response, and student progression with transparent, governance-ready measurement.
Teacher shortage affects quality
UNESCO estimates a global need for 44 million additional teachers to meet universal education goals.
Outcome reporting pressure rising
Funders and governance bodies increasingly require measurable outcome evidence, not only activity summaries.
What Your Team Gets
Education outcomes system for schools and skilling networks
Attendance & Risk Signals
Identify cohort-level and school-level drop-off risk before it compounds.
Teacher Action Copilot
Turn classroom observations and meetings into practical weekly interventions.
Learning Outcome Dashboards
Track baseline-to-intervention movement with transparent assumptions.
Student Pathway Tracker
Map progression into skilling, scholarship, and transition opportunities.
Governance Layer
Consent, access controls, and model-card documentation for responsible use.
Funder Reporting
Audit-ready monthly reports combining narrative context and KPI deltas.
Outcome KPI tracker
- Attendance uplift in target cohorts
- Teacher action completion and closure quality
- Remedial response turnaround time
- Assessment progression in selected competencies
Delivery safeguards we manage with your team
- Low data quality in first 3-4 weeks
- Intervention inconsistency across schools
- Over-reliance on single metric without context
- Insufficient teacher onboarding and process ownership