AI Analytics Sandbox - Perspection Data

🤖 The AI Analytics Sandbox

Raw Text-to-SQL vs. Governed Semantic Layer

SQL Grounding

Grounding Strategy Determine how LLM interprets questions

Select Business Query:

📥 Prompt Context Sent to AI 7,500 Tokens

⚙️ AI Generated Output

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Semantic Gamble (Accuracy: ~10%)

Logical Error

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Data-Journalist Insight

Without a Semantic Layer, the LLM must write SQL from raw table names. It has no way of knowing how your team defines metrics. It guesswork leads to confident but incorrect calculations.