Universal Intelligence
Connect your data.
Build once. Run anywhere.
Universal Semantic Layer Platform that connects any data source, automatically maps your schema, and lets you visualize in any BI tool. Zero vendor lock-in.
How It Works
Connect Any Data Source
Built-in connectors for SaaS applications, databases, and data warehouses. Salesforce, HubSpot, Snowflake, BigQuery, PostgreSQL, and more — all with secure OAuth or credential-based authentication.
Automated Schema Mapping
Automatically maps your columns to a universal schema using intelligent pattern recognition. No manual ETL required. Review confidence scores and approve mappings with one click.
Visualize Anywhere
Use our built-in dashboards, or export to Power BI, Tableau, Excel, and more. Import existing dashboards and migrate painlessly — no vendor lock-in.
Frequently Asked Questions
What is a Universal Semantic Layer?▾
A Universal Semantic Layer is a standardized abstraction that sits between your raw data sources and your BI tools. It defines metrics, dimensions, and relationships once in a universal format, so any connected BI tool — Power BI, Tableau, Excel, or others — can query consistent, governed data without duplicating logic or creating conflicting numbers.
How does Universal Intelligence eliminate vendor lock-in?▾
Universal Intelligence stores your metric definitions in a universal schema that is independent of any BI tool. When you define a metric like "Revenue by Region," it is stored as a portable concept — not as DAX, LOD, or any vendor-specific language. You can export to Power BI today and switch to Tableau tomorrow without rebuilding dashboards or rewriting formulas.
What data sources does Universal Intelligence support?▾
Universal Intelligence supports built-in data source connectors covering SaaS applications (Salesforce, HubSpot, Stripe, Shopify), databases (PostgreSQL, MySQL, SQL Server), and data warehouses (Snowflake, BigQuery, Redshift, Databricks). All connections use secure OAuth or credential-based authentication.
Can I import existing dashboards from Power BI or Tableau?▾
Yes. Universal Intelligence can import existing .pbix (Power BI) and .twbx (Tableau) files. The system translates DAX and LOD expressions into the universal schema format, preserving your business logic. You can then view the imported dashboard in any connected BI tool or our built-in viewer.