Report Rationalization
Turn report sprawl into a prioritized intelligence backlog.
Singularity analyzes existing reports to identify duplication, overlap, KPI inconsistency, business value, modernization priority, and data product opportunities.
The Challenge
Years of reports hide valuable signals.
Reports grow over years across departments, tools, teams, and business processes. Many become duplicated, outdated, inconsistent, or dependent on manual extraction. These reports still contain valuable signals about what the business measures and how decisions are made.
What Singularity Does
From inventory to modernization roadmap.
Report Inventory Structuring
Organizes reports by department, owner, purpose, frequency, format, consumers, source references, and criticality.
Duplicate & Overlap Detection
Identifies reports with similar KPIs, dimensions, filters, layouts, or business purpose.
KPI Extraction
Extracts KPIs, metrics, calculations, filters, attributes, and business definitions from report inputs.
Report Clustering
Groups reports into business themes, KPI families, subject areas, and Gold product candidates.
Prioritization Scoring
Scores reports based on business value, usage, complexity, data readiness, dependency, and modernization benefit.
Modernization Roadmap
Defines which reports to retire, merge, rebuild, automate, or prioritize.
Deliverables
What you receive.
- Report inventory catalogue
- Report duplication and overlap matrix
- KPI extraction catalogue
- Report-to-KPI mapping
- Report cluster map
- Prioritized report backlog
- Retirement / merge / rebuild recommendation
- Data product opportunity map
- Validation pack for business users