Assessment Offering
Know what to build before you build it.
Singularity Assessment converts your existing reports and KPI landscape into data product opportunities, rationalization potential, AI readiness, and implementation priorities.
What the Assessment Delivers
A complete read of your reporting and AI readiness.
Executive Summary
Key findings, business themes, readiness, complexity, and next steps.
Current Reporting Landscape
Inventory of reports, departments, owners, usage, frequency, format, and criticality.
KPI & Semantic Observations
KPI duplication, inconsistency, missing definitions, formula gaps, and semantic opportunities.
Report Rationalization View
Reports to retain, merge, retire, rebuild, automate, or prioritize.
Data Product Opportunity Map
Gold product candidates derived from report and KPI demand.
Subject Area Mapping
Recommended Silver subject areas and reusable entities.
AI Readiness Score
Assessment across data availability, quality, governance, lineage, history, and ownership.
Recommended Roadmap
MVP scope, phase sequencing, validation steps, implementation approach, and governance recommendations.