Grio AI
Pilot Implementation Plan
Uganda Education Initiative
1. Pilot Overview
Objective: Validate Grio's impact on student learning outcomes in real classroom environments
Scope: 30-50 schools across Uganda
Mix: Urban and rural schools, both private and public
Duration: 1 academic term (approximately 3 months), with option to extend to 1 year for deeper insights
Target: Secondary school students (Senior 1 through Senior 4)
2. Goals & Success Criteria
Primary Goals
Measure improvement in student understanding of taught topics
Establish baseline metrics for student engagement and learning outcomes
Secondary Goals
Measure curriculum coverage increase
Measure classroom teaching continuity
Key Metrics
Pre/post assessment scores per subject
Topics covered vs. syllabus plan
Student engagement (time on platform, sessions completed)
Teacher satisfaction survey
System uptime and performance
3. School Selection Criteria
Geographic diversity (urban, peri-urban, rural)
Mix of school types (private, public)
Varying teacher availability levels
Reliable power supply (minimum requirement)
Internet connectivity (even basic/intermittent)
Willingness of school administration to participate
4. Deployment Model
Hardware & Infrastructure
Hardware per classroom: 55-inch TV display, mini computer, internet connection
Installation: conducted by Grio team
Basic system maintenance training: provided to school staff
Software & Platform
Browser-based platform, low-bandwidth optimized
Online-first design with offline capability planned for future
Initial subjects: Mathematics, English, Sciences (Biology, Chemistry, Physics)
5. Implementation Timeline
| Timeline | Activities |
| Week 1-2 | School identification and formal agreements |
| Week 3-4 | Hardware procurement and logistics planning |
| Week 5-6 | Installation and system setup at all schools |
| Week 7-8 | Teacher training and platform onboarding |
| Week 9 | Pre-assessment baseline tests administered |
| Week 10-20 | Active pilot period (full academic term, classes using Grio AI) |
| Week 21 | Post-assessment tests administered |
| Week 22-24 | Data analysis and comprehensive reporting |
6. Support Structure
Grio technical support team (remote + on-site visits as needed)
Dedicated school coordinator assigned per region
Comprehensive help documentation provided to schools
Multiple feedback channels: WhatsApp group, email, phone
Bi-weekly check-ins with school administration
7. Data Collection & Reporting
Data Sources
Student performance data (automated collection via platform)
Usage analytics (sessions, modes, time spent per student and class)
Teacher feedback (surveys at midpoint and end of pilot)
School administration feedback and observations
Deliverables
Comprehensive impact report with detailed data visualizations
Analysis of student learning improvement across subjects
Curriculum coverage analysis and teaching continuity metrics
8. Pilot Deliverables
At the conclusion of the pilot program, Grio will deliver the following:
Student performance improvement report (analyzed by subject, school, and region)
Detailed curriculum coverage analysis
Usage analytics dashboard with key performance indicators
Teacher satisfaction and feedback report
Recommendations and strategy for national scale-up
9. Resource Requirements
Hardware & Technology
55-inch display televisions for each participating classroom
Mini computers (with adequate processing power for video streaming)
Basic internet connectivity per school
Personnel
Grio installation and technical team
Regional coordinators (one per region)
Technical support staff (remote)
Budget Considerations (Indicative Ranges)
Hardware costs: USD 1,500-2,500 per classroom
Installation and logistics: USD 3,000-5,000
Training and support: USD 2,000-3,500
Personnel (regional coordinators): USD 200-350 per month per coordinator
Data analysis and reporting: USD 1,500-2,500
10. Risk Mitigation
| Risk | Impact/Probability | Mitigation Strategy |
| Power outages | High probability, medium impact | UPS backup systems recommended for all installations |
| Internet unreliability | High probability, high impact | Low-bandwidth platform design; offline capability in development |
| Teacher resistance | Medium probability, high impact | Comprehensive training emphasizing AI as assistant, not replacement |
| Hardware damage | Medium probability, medium impact | Hardware insurance; basic maintenance training for staff |
Conclusion
This pilot program represents a critical validation phase for Grio AI's educational impact. By partnering with 30-50 schools across Uganda's diverse geographic and socioeconomic contexts, we will gather comprehensive evidence on how AI-powered learning tools can improve student outcomes, enhance curriculum delivery, and support teachers in resource-constrained environments. The structured timeline, robust data collection framework, and dedicated support system position this pilot for success and for generating actionable insights that will inform our approach to national-scale implementation.