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AI Suggestions

How AI generates report and dataset suggestions.

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AI Suggestions

When you create a connection, Tepun AI analyzes your schema and generates intelligent suggestions for datasets, reports, and workbooks.

How Suggestions Work

Tepun AI Report Builder examines your database structure:

  • Table Analysis: AI identifies what each table likely contains
  • Relationship Mapping: Foreign keys reveal how data connects
  • Pattern Recognition: Common patterns (orders, customers, products) are recognized
  • Metric Discovery: Numeric columns that could be aggregated are identified

Types of Suggestions

Dataset Suggestions

Useful table combinations for common reporting needs.

Visualization Suggestions

Chart ideas based on metrics and dimensions in your data.

Data Report Suggestions

Tabular reports for detailed data exploration.

Workbook Suggestions

Complete dashboard concepts combining related reports.

Using Suggestions

  1. Navigate to Connection — Open the connection detail page
  2. Browse Suggestions — Scroll through AI-generated suggestions
  3. Click to Create — One click creates the suggested item
  4. Customize — Modify the created item to fit your exact needs

Regenerate Suggestions: Click "Regenerate Suggestions" to have Tepun AI create fresh ideas, especially useful after schema changes or when you want new perspectives.

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