AI-Powered Context Generation Wizard

This wizard assists in automating data definitions using AI-powered insights. It helps generate contextual metadata for your data sources, improving the accuracy and usability of AI-driven analytics.

Step 1: Navigate to the Table Selection Page

  • After connecting your data source, navigate to the Table Details step.

  • You will see a list of tables with their completion status.

  • Tables marked "uncompleted" require data definitions.

🔹 Action: Click on a table (e.g., "manufacturer") to start defining its data.


Step 2: Open the AI Wizard for Data Definitions

  • After selecting a table, the AI wizard will launch.

  • The wizard automatically suggests descriptions based on table content.

  • Click “Try it now!” to use AI-generated suggestions.


Step 3: Review and Edit Table Descriptions

  • The wizard presents an AI-generated description of the table.

  • Edit the description to ensure accuracy and completeness.

  • The description should clearly define the table's purpose and key attributes.

🔹 Best Practice: Include key details like relationships with other tables, data types, and business context.


Step 4: Define Insights and Chart Expectations

  • The wizard will prompt: “What insights or charts would you like to generate from this table?”

  • Select or describe expected charts, such as:

    • Number of manufacturers per country

    • List of manufacturers by name

    • Count of manufacturers

🔹 Action: Choose relevant insights to improve AI-driven visualization recommendations.


Step 5: Column-Level Data Definitions

  • Next, define each column in the selected table.

  • The wizard provides suggestions for column descriptions (e.g., Country, ManufacturerID, Name).

  • Review and refine AI-generated descriptions to ensure clarity.

🔹 Example:

  • Column Name: Country

  • AI-Suggested Description: "The country where the manufacturer is located. Code: US, MX."

  • Action: Edit if necessary to include more context.


Step 6: Review Summary for Data Definitions

  • The wizard compiles all table and column descriptions into a summary view.

  • Ensure all required details are correct and meaningful.

🔹 Action: Add any missing details before proceeding.


Step 7: Finalizing Data Definitions

  • After reviewing, the wizard enhances the descriptions using context gathered throughout the steps.

  • The final descriptions are more detailed and AI-optimized.

🔹 Action: Click "Complete" to save the definitions.


Step 8: Confirm and Save Definitions

  • Once saved, the platform uses these descriptions for: ✔ AI-powered chart generationQuery automation (SQL generation)Improved Q&A about data and insightsDelta monitoring and debugging

🔹 Action: Proceed to the next step in the data setup process.

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