data platforms
Semantic Data Integration for Microsoft Fabric
Timbr overlays a knowledge graph on Microsoft Fabric, adding meaning and structure to complex data. It accelerates governed data products, promotes reuse, and provides a semantic foundation that streamlines analytics and boosts AI readiness across the ecosystem.
Centralize Business Logic
Define metrics, KPIs, and logic once, accessible across Synapse, Lakehouse, and Power BI.
Model Data Relationships
Create meaningful, reusable relationships that replace JOINs and improve query clarity.
AI-Ready Structure and Access
Expose structured, business-aligned data to Copilot and AI agents for accurate, grounded responses.
Enable Semantic Governance
Control access and visibility to models, metrics, and concepts across domains.
How Timbr Embeds into Microsoft Fabric
Timbr embeds as Microsoft Fabric’s semantic layer, transforming data integration and analytics with:
- Ontology Modeling: Timbr enables the creation of reusable semantic models that represent OneLake’s data as a connected semantic graph.
- Simplified Queries: By replacing complex SQL JOINs with explicit semantic relationships, Timbr simplifies querying across Microsoft Fabric components.
- Seamless Integration: Timbr works alongside Microsoft Fabric’s serverless compute layer (T-SQL, KQL, Spark) to deliver semantic intelligence for data exploration and decision-making.
Features in Action
- Semantic Layer Integration: Transform OneLake’s structured, semi-structured, and unstructured data into a unified semantic graph for easy access and reuse.
- Metric Discovery: Automatically identify key metrics from data concepts and standardize them for advanced analysis in Power BI or SQL endpoints.
- Cross-Tool Accessibility: Expose enriched semantic models and metrics to downstream tools, ensuring consistency across the Microsoft ecosystem.
Impact
By integrating Timbr with Microsoft Fabric, enterprises can:
- Enable Accurate LLM Access: Enable accurate LLM access to structured data.
- Accelerate Delivery of Data Products: Access meaningful insights faster with intuitive querying and reusable semantic relationships.
- Foster Collaboration: Enable teams to work with shared semantic models, improving alignment and decision-making.
- Scalable Efficiency: Leverage Microsoft Fabric’s serverless compute and unified storage with Timbr’s semantic intelligence for robust, scalable workflows.
