National Social Policy
Rebuilt KPI logic for fragmented registries where trust had eroded.
Result: Defensible analytics for policy.
National-scale systems · Donor-funded programs
When analytics are wrong,
decisions become liabilities.
Hands-on BI and analytics architecture for environments where trust, funding, and policy depend on data accuracy.
Why analytics fail at the decision level
01
Misleading KPIs
Indicators appear stable while drifting away from operational reality.
02
Methodology drift
Definitions change quietly, breaking comparability without visible alarms.
03
Shadow reporting
Parallel spreadsheets emerge when BI stops being defensible.
04
Quality decay
Duplicates distort analytics invisibly.
Selected cases
Healthcare Systems
Integrated GIS with BI to reveal structural accessibility gaps.
Result: Stabilized coverage metrics.
M&E Infrastructure
Automated data collection for multi-country donor program audit trails.
Result: 100% audit compliance.