Fast BI Queries
Optimized schemas for dashboard performance.
01
Dimensional Modelling structures data for fast, intuitive analytics—organizing facts and dimensions so teams can report accurately, explore trends, and track KPIs with consistency. It includes star schema design, fact and dimension tables, conformed dimensions, slowly changing dimensions (SCD), KPI definitions, time intelligence, and performance-optimized data models for BI reporting and analytics.
We design star and snowflake schemas with conformed dimensions, clear grain definitions, and reusable metrics—so BI dashboards stay performant and business users can self-serve insights.
Best for teams who need:
- Star/snowflake schemas for BI and reporting
- Consistent KPIs with conformed dimensions
- Faster queries and dashboard performance
- Historical tracking (SCD) and time intelligence
02
Make analytics faster and simpler by organizing data around business processes—so reports match reality and scale with confidence.
Consistent Metrics
Clear grain and standard KPI definitions.
Conformed Dimensions
Shared dimensions across subject areas.
Historical Tracking
SCD patterns for time-based analysis.
03
We build dimensional models that are implementation-ready—covering business processes, grain, dimensions, facts, and validation.
01
Define the Grain
Set the level of detail for each fact table and its business meaning.
02
Design Dimensions
Create conformed dimensions (customer, product, time) with SCD support.
03
Build Fact Tables
Model measures, keys, and additive/semi-additive logic for KPIs.
04
Validate & Optimize
Reconcile totals, test query performance, and document definitions.
04
Dimensional modelling is evolving with semantic layers and governed metrics—so definitions stay consistent across tools, and business users can explore data safely and faster.
Semantic Metrics
Centralized KPI definitions across BI tools.
Automated SCD
Smarter history tracking and change capture.
Data Contracts
Stable models with versioned change control.
Faster Self-Service
More exploration with safer governance.
Dimensional Modelling includes star schema design, fact and dimension tables, conformed dimensions, slowly changing dimensions (SCD), KPI definitions, time intelligence, and performance-optimized data models for BI reporting and analytics.
