Use Cases
Use cases that connect business value to data readiness.
Singularity helps enterprises identify, prioritize, and blueprint analytics and AI use cases based on reports, KPIs, data products, subject areas, and source systems.
Where Singularity Applies
From report sprawl to AI prioritization.
Report Rationalization & Modernization
Reduce report sprawl and convert legacy reporting into a modernization roadmap.
KPI Catalogue Creation
Create a governed KPI catalogue across departments, reports, data products, and systems.
Gold Data Product Design
Define reusable analytical data products for dashboards, analytics, and AI.
Silver Subject Area Blueprinting
Create reusable business subject areas and entities that support multiple Gold products.
Source-to-Report Lineage
Trace every report and KPI back to source systems and attributes.
AI Use Case Prioritization
Prioritize AI opportunities by business value, readiness, ownership, and feasibility.
MVP Scope Definition
Define the smallest high-value data and reporting scope to prove value quickly.
Data Transformation Assessment
Assess reporting, KPI maturity, data product readiness, subject area coverage, and AI readiness.