Platform Overview
The intelligence layer before your data platform.
Singularity helps enterprises understand, rationalize, prioritize, and blueprint their data transformation before detailed implementation begins.
Core Components
What Singularity is made of.
Base Intelligence
Industry-aligned libraries covering KPIs, subject areas, data products, source patterns, business capabilities, and AI use cases.
Singularity Engine
Scans business inputs, extracts signals, identifies overlaps, classifies KPIs, populates attributes, and generates blueprint outputs.
Report Rationalization Layer
Detects duplicates, overlapping metrics, low-value reports, high-value clusters, and modernization opportunities.
KPI Intelligence Layer
Extracts and standardizes KPI definitions, formulas, dimensions, filters, departments, owners, and decision relevance.
Data Product Blueprinting Layer
Converts KPI and reporting demand into Gold products, fact/dimension structures, semantic-ready models, and priorities.
Traceability Layer
Connects reports and KPIs to Gold objects, Silver subject areas, Bronze mappings, and source systems.
How Singularity Works
From business demand to a validated blueprint.
Ingest Business Demand
Collect reports, dashboards, KPI lists, screenshots, metadata, filters, sources, and business context.
Extract Intelligence
Identify KPIs, attributes, dimensions, measures, filters, rules, report purpose, and usage patterns.
Rationalize Reports
Group similar reports, remove duplication, classify by value, and define modernization candidates.
Align to Base Intelligence
Map demand to industry KPI libraries, subject areas, data product patterns, source systems, and AI use cases.
Generate Blueprint
Create Gold product recommendations, Silver mappings, source traceability, KPI catalogues, report prioritization, and roadmap.
Validate
Confirm definitions, priorities, ownership, source alignment, business rules, and delivery sequence.
Platform Outputs
Implementation-ready deliverables.
Report Inventory & Rationalization Matrix
Structured view of reports, duplicates, overlaps, value, usage, complexity, and modernization priority.
KPI Catalogue
Governed catalogue of KPI names, definitions, formulas, owners, dimensions, filters, dependencies, and priority.
Gold Data Product Catalogue
Reusable analytical data products including facts, dimensions, grain, measures, purpose, and report coverage.
Silver Subject Area Catalogue
Reusable enterprise subject areas, entities, definitions, quality rules, and cross-product relationships.
Source-to-Report Traceability
Lineage-ready map from reports and KPIs to Gold, Silver, Bronze, and source systems.
MVP Roadmap
Phased implementation sequence based on business value, complexity, dependency, data availability, and readiness.