Solution Features
Our platform addresses every requirement in the Data-SMARTS specification, from data collection through to visualization and reporting.
Key Capabilities
- EGRA and EGMA assessment support
- Offline data collection with secure sync
- Timed assessments with automatic stopping rules
- Audio capture with noise suppression
- Geolocation tracking
- Bulk data import (learners & schools)
- Multi-language support
- Sampling tools for representative surveys
Key Capabilities
- Real-time field validation
- Skip logic enforcement
- Format and constraint checking
- Automated data cleaning rules
- Outlier detection and flagging
- Inconsistency detection
- Administrator review workflow
- EGRA/EGMA standard practices encoded
Key Capabilities
- Automated metric calculation
- Weighted aggregated statistics
- Simple dashboard (<10 indicators)
- School/district/provincial views
- PDF report generation
- CSV data export
- External API integration
- Actionable recommendations
Key Capabilities
- Per-province data partitioning
- Role-based access control
- User account management
- Assessment configuration
- Bulk data import tools
- Data quality monitoring
- Fieldwork coordination
- Multi-device support
Key Capabilities
- Architecture ready for AI integration
- Audio capture infrastructure
- Partnership with voice model specialists
- Support for African home languages
- Automated scoring pipeline
- Predictive analytics capability
- Talk-to-data potential
- Extensible design
Complete Requirements Coverage
Every specification requirement is addressed by our platform.
| Requirement | Feature Area | Status |
|---|---|---|
| EGRA/EGMA Support | Data Collection | Implemented |
| Offline Data Collection | Data Collection | Implemented |
| Timed Assessments | Data Collection | Implemented |
| Audio Capture | Data Collection | Implemented |
| Real-time Validation | Data Cleaning | Implemented |
| Automated Cleaning Rules | Data Cleaning | Implemented |
| Dashboard (<10 indicators) | Analysis | Implemented |
| PDF Report Generation | Analysis | Implemented |
| Role-based Access | Administration | Implemented |
| Multi-province Support | Administration | Implemented |
| AI Voice Recognition | AI Integration | Year 2 Roadmap |