Collate: Automated Data Quality Test Creation with MCP & Claude AI (v1.8)

Learn how data engineers can instantly generate comprehensive data quality test cases using Collate's enterprise-grade Model Context Protocol (MCP) support for Claude AI, eliminating hours of manual test writing.

Process Walkthrough:
* Finding tables without existing test coverage
* Using Claude to analyze table structure and data types
* Auto-generating relevant table and column-level test cases
* Bidirectional data flow between Claude and Collate

What Gets Created:
* 10+ comprehensive test cases generated in seconds
* Table-level and column-level quality checks
* Descriptive test documentation and summaries
* Ready-to-execute data validation rules

This demo shows how AI can understand your data schema and automatically create appropriate quality tests, transforming what used to be a manual and time-consuming process into an instant, intelligent workflow.

Key Benefit: Bidirectional integration means Claude not only reads your data structure but writes test cases directly back to Collate for immediate use.

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