ON-PREM BI ACCELERATION
Dashboards in minutes
Connect to ANY operational database — ERP, CRM, POS, MES. Transform with SQL. Materialize insights tables optimized for Tableau, Power BI, or Metabase. Incremental updates mean dashboards refresh in minutes, not hours.
REAL-WORLD EXAMPLE
A distribution company connects DVT to their Oracle ERP, MySQL POS system, and SQL Server inventory. Business analysts get a single PostgreSQL database with clean, joined, incremental fact tables. Power BI dashboards update every 15 minutes.
DATA FLOW
WHAT ENABLES THIS
F_INCREMENTAL →
watermark-based delta extraction keeps refreshes to minutes — only changed rows move
PREDICATE PUSHDOWN →
operational databases only ever run small filtered SELECTs, so OLTP stays fast
DVT DEBUG --ALL →
the dual-layer connection matrix verifies every ERP/CRM/POS link in one command
RELATED USE CASES
Sound like your situation? You can have the first model running today.