Your Single Source of Truth for Business Metrics
Metricverse is an AI-powered system that automatically organizes, connects, and maintains your business metrics with human oversight. No manual SQL, no disconnected components—just intelligent, self-updating data logic.
100%
Automated reconciliation
Zero
Manual SQL maintenance
Real-time
Dependency tracking
Beyond Traditional Metrics Layers
Unlike manually maintained metrics layers that become outdated and disconnected, Metricverse is powered by cutting-edge AI technology that keeps your data ecosystem alive, connected, and evolving.
Autonomous Semantic Graph
Understands your custom definitions contextualized by business goals and domains. Automatically maps relationships between metrics, dimensions, and data sources—creating an intelligent knowledge graph that evolves with your business.
Day Zero Semantic Layer
Connects directly to your evolving schema and detects any drift in real-time. No manual updates needed—the semantic layer adapts automatically as your data warehouse changes, ensuring metrics stay accurate.
AI-Generated Data Catalog
Provides end-to-end traceability from business logic to raw data. Every metric traces back to its source columns with complete lineage, making audits and debugging effortless.
Intelligent Auto-Sorting
Automatically filters and organizes metrics based on relevance to your current context. No more searching through hundreds of metrics—see only what matters for your analysis.
Schema Drift Detection
Continuously monitors your data warehouse for changes. When tables, columns, or relationships change, Metricverse detects the drift and updates affected metrics automatically.
Contextual Intelligence
Learns from your business domains, team structures, and usage patterns. Metrics are automatically tagged, categorized, and recommended based on your organizational context.
The Difference is Clear
Traditional Metrics Layers
- ❌ Manual SQL maintenance
- ❌ Breaks when schema changes
- ❌ No automatic drift detection
- ❌ Disconnected components
- ❌ Limited context awareness
- ❌ Manual lineage tracking
Metricverse
- ✅ AI-generated and maintained
- ✅ Adapts to schema changes automatically
- ✅ Real-time drift detection
- ✅ Autonomous semantic graph
- ✅ Context-aware intelligence
- ✅ End-to-end traceability
Powered by Cutting-Edge AI Technology
Explore the three core innovations that make Metricverse possible
Autonomous Semantic Graph
An intelligent knowledge graph that automatically understands and maps relationships between your metrics, dimensions, and data sources—contextualized by your business goals and domains.
Read More →Day Zero Semantic Layer
Connects directly to your evolving data warehouse schema and detects drift in real-time. Automatically adapts as your data structure changes, ensuring metrics stay accurate without manual updates.
Read More →AI-Generated Data Catalog
Automatically maintained catalog with end-to-end traceability from business logic to raw data. Every metric traces back to its source with complete lineage, making audits and debugging effortless.
Read More →AI-Generated Intelligence, Human-Verified Trust
Metricverse leverages advanced AI to automatically generate, connect, and maintain your entire metrics ecosystem. Every component is intelligently created and continuously reconciled by AI, while human supervision ensures accuracy and business alignment.
Automatic Generation
AI analyzes your queries and data model to automatically create metrics, dimensions, measures, and relationships—no manual configuration required.
Self-Reconciling System
As you run queries or make changes, AI tracks all dependencies and cascades updates automatically. Your metrics stay synchronized without manual intervention.
Human Supervision
Every AI-generated component can be verified by your team. Review, validate, and approve metrics to ensure they align with business logic and standards.
Intelligent Reuse
Before creating new components, AI checks if equivalent logic already exists. This prevents duplication and ensures consistency across your organization.
Full Lineage Tracking
AI maintains complete visibility from high-level metrics down to base columns, showing exactly how every number is calculated and where it's used.
Zero Maintenance
No need to manually refresh or chase down disconnected components. AI handles all structural updates, letting you focus on insights, not infrastructure.
Why Metricverse?
A centralized, AI-maintained system that eliminates inconsistencies and accelerates insights
Consistency
Everyone works with the same AI-generated definitions and logic. No more conflicting numbers across teams or reports.
Transparency
Clear, AI-tracked connections between metrics, dimensions, and measures make reporting auditable and understandable.
Efficiency
AI-powered reusable components save time when building reports, dashboards, and analyses—no repetitive work.
Governance
Better control over data definitions with human verification workflows. Know exactly what's been reviewed and approved.
Scalability
AI automatically handles growing datasets and evolving business questions without compromising data integrity.
Living System
Metricverse evolves with your activity. AI reconciles the platform automatically as you work—always current, always connected.
Intelligent Building Blocks
Every element is AI-generated and interconnected through intelligent relationships
Metrics
Core business measurements that track performance and drive decisions
Subjects
Business topics that logically group related data components
Measures
Quantitative calculations aggregated from underlying data
Dimensions
Data categories for grouping, filtering, and segmenting metrics
Attributes
Raw data fields providing descriptive context about entities
Filters
Conditions that narrow down data for focused analysis
Relationships
Connections establishing how components link together
Ready to Transform Your Metrics?
Experience the power of AI-generated, human-supervised metrics management. Start building your single source of truth today.
