KPI Intelligence
Create one trusted language for enterprise performance.
Singularity extracts, standardizes, classifies, and maps KPIs across reports, departments, data products, and source systems.
The Challenge
The same KPI, calculated five different ways.
Different teams often use the same KPI name with different formulas, filters, data sources, and timing rules. This creates confusion, delays decision-making, and weakens trust in dashboards and analytics.
Capabilities
From extraction to governance.
KPI Extraction
Identify KPIs from reports, dashboards, spreadsheets, screenshots, metadata, and business inputs.
KPI Normalization
Standardize naming, definitions, formula logic, dimensions, filters, and ownership.
KPI Classification
Group KPIs by department, process, capability, value driver, data product, subject area, and AI use case relevance.
KPI-to-Gold Mapping
Map each KPI to the analytical product required to serve it consistently.
KPI-to-Source Traceability
Connect KPI logic backward to Silver entities, Bronze structures, and source systems.
KPI Governance Pack
Prepare validation-ready KPI definitions, ownership, approval status, and change-control structure.
Suggested KPI Catalogue Fields