SERVICES - LAYER 02
Analytics Engineering
The layer that decides what a number means.
Novriq Labs turns reliable pipeline data into clear, consistent models your team can use across dashboards, reports, and decisions.
● SEMANTIC MODELS & REPORTING LAYERS
One definition for every metric
We model the business once, so revenue, customers, spend, and conversion metrics mean the same thing in every report.
Quality checks before reporting
Freshness, completeness, and reconciliation checks surface problems before they become decisions made on bad data.
Built for the questions your team asks
Datasets are shaped around real reporting decisions, making dashboards faster to build and easier to trust.
Core Analytics Engineering Capabilities
Data modeling
Analytics-ready datasets
KPI systems
Reporting layers
Business intelligence architecture