2TEST for Fabric
بواسطة 2TEST
AI-driven testing for Fabric OneLake, SQL, and Power BI Semantic Models.
Automate Trust from OneLake to Power BI with AI-Native Quality Assurance
2TEST for Fabric is the advanced Data Quality and Testing solution built to accelerate your Microsoft Fabric adoption. By leveraging Generative AI, 2TEST eliminates the bottleneck of manual test creation, ensuring your data and the Semantic Models serving it are accurate, compliant, and ready for analytics.
The Challenge
As organizations migrate to Microsoft Fabric, data complexity often outpaces the ability to validate it. Data teams struggle with:
The "Logic Gap": Testing raw data in OneLake is not enough; errors often hide in the DAX measures and relationships of Power BI Semantic Models.
Manual Overhead: Writing SQL or DAX test scripts for every pipeline is slow, error-prone, and unscalable.
Data Downtime: Silent failures in the data warehouse break downstream dashboards, destroying trust in your data and business intelligence.
The Solution: Hybrid AI-Driven Assurance
2TEST solves the "blank page" problem of quality assurance. Our GenAI Engine analyzes your schema and context to automatically generate comprehensive test suites in seconds. However, you remain in full control use AI to do the heavy lifting, then manually refine or add complex custom rules as needed.
Key Capabilities:
End-to-End Coverage: Validate everything from raw parquet files in OneLake to complex business logic in Power BI Semantic Models.
AI Test Generation: Automatically create technical and business logic tests tailored to your specific data models.
Human-in-the-Loop: Edit AI-generated tests or write your own manual tests from scratch for specific compliance needs.
Native Fabric Integration: Designed to work seamlessly within your workspace and pipelines, interacting directly with Lakehouses, Warehouses, and Datasets.
Who is this for?
2TEST is designed for the modern data team:
Data Engineers: Automate the repetitive "grunt work" of writing SQL validation scripts.
Power BI Developers: Ensure that DAX measures and relationships are functioning correctly before reports reach business users.
Analytics Leaders: Guarantee that the data feeding your AI models and executive dashboards is trustworthy and audit-ready.
Stop writing tests manually. Start generating them with 2TEST.