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Once your semantic models are built and published, you can analyze your data through multiple interfaces designed for different users and use cases. From visual exploration to AI-powered natural language queries, Credible provides flexible ways to derive insights from your governed data layer.

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Available Analysis Tools

Interactive Data Explorer

Browse your semantic models, build queries visually, create charts, and explore data relationships through an intuitive web interface. Perfect for analysts and business users who prefer point-and-click exploration.

LLMs and MCP Tools

Connect LLMs like Claude to your semantic models using the Model Context Protocol. Ask questions in plain English and get accurate answers based on your governed data definitions.

Malloy Notebooks

Create interactive documents that blend markdown, Malloy queries, and visualizations. Build data stories, document analyses, and share insights with your team.

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Getting Started

Both tools connect to the same published semantic models, ensuring consistent metrics and definitions regardless of how you access the data. Choose the interface that best matches your workflow and comfort level.