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One KPI framework across 21 member states

Common Market for Eastern and Southern Africa — improving data-driven governance across its member states.

21member states reporting

The problem

Each member state reported differently, so regional comparison meant reconciling definitions before any analysis.

What we delivered

01Standardised KPI framework with uniform definitions, computation logic and timelines
02Secure central database aggregating validated data with access control
03Regional reporting and country comparison from the same source

Why standardisation came first

Twenty-one member states each reported on their own definitions and timelines, so any regional comparison began with reconciliation. The KPI framework fixes definitions, computation logic and timelines before data is submitted.

The central database

Validated data aggregates into a secure store with access control, which is what makes country comparison and regional reporting possible from one source.

What changed

Member states are compared on the same basis, which is what makes the regional picture usable.

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