Assembling Commerce
Fetching retail intelligence layer...
Turn raw data into business-ready datasets. We transform and model your data into structured formats optimized for analytics and applications, then activate it with Reverse ETL.
Transform raw warehouse tables into clean dimensional star and snowflake schemas via dbt models.
Process only net-new or modified records using watermark checkpoints to save up to 90% cloud costs.
Audit history and track changes with robust SCD Type 1 & Type 2 schemas to maintain deep analytics logs.
Complete the loop by syncing business-ready warehouse datasets back to Salesforce, HubSpot, or WhatsApp directly.
A modular, vendor-neutral approach to your core data infrastructure.
Star & Snowflake Design
Smart Delta-Watermarks
SCD Type 1 & Type 2 schemas
Activate Clean Warehouse Data
Completes the loop by taking clean, transformed warehouse datasets and syncing them directly to Salesforce, HubSpot, or triggering personalized WhatsApp messages based on live milestones.
Automatically syncs clean cohort users, updating accounts and fields live in Salesforce accounts.
Triggers personalized marketing notifications instantly as order records arrive in the warehouse.