Real-time ingestion

SurveyCTO field submissions stream into a generic webhook the moment they hit the network. No polling, no batch lag.

Schema-on-read

Raw payloads are stored as JSONB. dbt extracts typed staging tables and shapes a star-schema mart. New forms add zero server code.

Indicator-aligned mart

A reporting mart aligned to the P4C results framework: five result areas, GI + PSI indicators, mapped to SDG codes.

Decision-grade dashboards

Power BI Direct Query, role-based access by county, embedded in IPMS Insights for program managers and senior leadership.

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Ready to see field reality in real time?

Log in to the console to monitor submissions, data quality, and pipeline runs, or get in touch with the MEL team.