Assembling Commerce
Fetching retail intelligence layer...
Make your data work for decision-making. We structure your data for seamless integration with analytics and BI tools.
Materialize and aggregate high-density tables that render dashboards instantly without slow processing queries.
Define logical parameters (like ARR, Churn, or CAC) in a single semantic layer for unified reporting.
Deploy robust ELT schedules that automate morning executive reports and operational dashboards.
Connect seamlessly with Looker, PowerBI, Tableau, and custom analytics portals using optimized drivers.
A modular, vendor-neutral approach to your core data infrastructure.
Instant pre-aggregations
Unified Semantic Layer Definitions
Automated Executive Delivery
SaaS & Visual BI connectors
Structures single semantic equations (like ARR, Churn, or CAC) in standard YAML metrics files. No matter which BI tool queries the data warehouse, the resulting metrics match perfectly.
metric: arr type: sum sql: subscription_fee * 12 filter: active = true
SELECT SUM(subscription_fee * 12) AS arr FROM subscriptions WHERE active = TRUE;