Platform Feature
Quality Control Workflow
Catch data quality issues before they reach your final reports.
Why it matters for institutional data
Data collection is only the first step. Our built-in QC workflow provides a disciplined interface for supervisors to review, flag, and resolve issues in real-time.
Key Capabilities
Field-Level Remarks
Supervisors can leave specific comments on individual survey answers, making it clear what needs correction.
Resolution Pipeline
Track issues from 'Raised' to 'Resolved' or 'Reopened', ensuring no data point is left in an uncertain state.
Supervisor Dashboards
High-level overview of QC progress across districts and blocks to identify training gaps in the field.
Common Questions
Can an enumerator edit a submission after a QC issue is raised?
Yes. When a supervisor flags an issue, the survey becomes editable again for the assigned enumerator to make corrections.
Does QC happen on every submission?
You can configure your workflow to require QC for all submissions or use sampling logic for higher-volume programmes.