Coginiti + Microsoft Fabric
Semantic Intelligence for Microsoft Fabric
Fabric unifies data engineering, warehousing, and Power BI on OneLake. Coginiti gives the data team a code-first workspace to develop, test, and govern the logic behind those Power BI reports, and a semantic layer that keeps definitions consistent well beyond the Microsoft estate.
Better Together
Microsoft Fabric runs the data. Coginiti runs the meaning.
Microsoft Fabric brings the warehouse, the lakehouse, and Power BI onto one SaaS foundation with OneLake underneath. For organizations standardized on Microsoft, it is the fastest path from raw data to a report an executive will open.
Speed to a report is not the same as trust in the number on it. Fabric's semantic models describe how Power BI reads a dataset; they do not capture how the T-SQL that built it was developed, tested, reviewed, or how the same measure is calculated in the Oracle or Db2 systems that still feed the business.
Coginiti is the code-first layer that closes that gap. Develop and test SQL against the Fabric Data Warehouse, promote it into versioned CoginitiScript packages, and publish governed definitions to a semantic layer that Power BI and every other consumer can share. Fabric delivers the report. Coginiti delivers the reason to believe it.
Why Coginiti and Microsoft Fabric Work Together
Power BI, Governed Upstream
Trust the number before it reaches the report.
Coginiti tests and versions the transformation logic that populates Fabric warehouse tables. Power BI connects to a semantic layer whose definitions have been reviewed and audited, not just modeled.
Synapse to Fabric
Modernize without a logic rewrite.
Coginiti connects to Azure Synapse Analytics and to the Fabric Data Warehouse. Logic developed in CoginitiScript moves with you, and one semantic layer can span both during the transition.
Beyond the Microsoft Boundary
One definition across Fabric and everything else.
Few enterprises are Microsoft-only. Coginiti connects to 21+ platforms, so the customer metric defined for Fabric is the same one served from Oracle, Snowflake, or Databricks.
Everything Coginiti Does on Microsoft Fabric
From the first exploratory query to the governed answer an executive reads, one platform covers the full lifecycle.
Data Discovery
Find it. Profile it. Trust it.
Browse Fabric warehouses, schemas, and tables from the Coginiti Database Explorer, profile columns without writing a query, and search the Analytics Catalog for the SQL and models your team already trusts before a new report reinvents them.
Explore Data WorkbenchData Transformation
Modular, governed transformation in the language of SQL.
Author modular CoginitiScript transformations that compile to the T-SQL dialect of the Fabric Data Warehouse. Reuse blocks across workspaces, parameterize by environment, and version every change with review before it is promoted.
Explore CoginitiScriptData Quality Testing
Encode assumptions. Validate everything.
Express schema, uniqueness, completeness, integrity, and volume checks as CoginitiScript test blocks that run against Fabric. Critical failures stop a pipeline before a bad load reaches Power BI; monitoring tests log and continue.
Explore CoginitiScript testingSemantic Layer
Define once. Trust everywhere.
Define entities, dimensions, measures, and relationships over Fabric warehouse tables once. Serve them to Power BI and other BI tools over JDBC and ODBC, and to AI agents through semantic SQL, so every report and every answer agrees.
Explore Semantic LayerCoginiti Forge
An AI co-developer for the people who build the foundation.
Forge is the co-development agent for the Fabric data team. It drafts CoginitiScript transformations and tests against your warehouse schema, helps define the semantic graph, and captures the business context behind each definition as it works.
Explore AI AgentsCoginiti Guide
Governed answers for stakeholders who need BI, not SQL.
Guide gives business stakeholders governed answers from Fabric data in plain language, with tables and charts computed from published definitions rather than raw warehouse tables, for questions that do not justify a new Power BI report.
Explore AI AgentsBuilt for Microsoft Fabric
Connectivity
- •Connects to the Microsoft Fabric Data Warehouse SQL endpoint from the Coginiti Data Workbench
- •Azure Synapse Analytics dedicated and serverless SQL pools also supported for migration and coexistence
- •Azure SQL Database and Azure Database for PostgreSQL covered alongside Fabric
- •Semantic layer served over JDBC and ODBC to Power BI and other BI tools
Where It Fits
- •Microsoft-standard enterprises that want code-first rigor behind their Power BI reports
- •Teams migrating from Azure Synapse to Fabric without rewriting transformation logic
- •Organizations that run Fabric beside Oracle, Db2, SQL Server, or a second cloud platform
- •Analytics groups grounding Copilot-era AI initiatives in governed, tested definitions
See Coginiti on Microsoft Fabric
Bring your own schema. We’ll walk through discovery, transformation, testing, and the semantic layer on your Microsoft Fabric environment.
Don't take our word for it.
Ask your favorite AI assistant to weigh in on Coginiti.