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Intelligence aggregates context from schema drift, freshness, data quality, tags, lineage, and alerts, then lets you ask questions and get AI-generated analysis in plain English.

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How It Works

Intelligence flow: Monitoring Context → AI Analysis → Answers & Diagnosis
Intelligence reads your operational metadata, not your data values:
What We AnalyzeWhat We Never Access
Table and column namesActual row data
Data types and constraintsQuery results
Schema change historyBusiness values
Freshness patterns and SLAsDatabase credentials
Data quality metric trends
Tags and classifications
Your data values stay in your database. Intelligence only sees structure and operational metadata.

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What You Can Ask

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Finding Tables

"Where is customer data?"
"Show me tables with email columns"
"Which tables were updated today?"

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Cross-Domain Diagnosis

"Why is my orders dashboard broken?"
"What changed upstream that could cause NULLs in silver_orders?"
"What should I prioritize this morning?"

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Tracking Changes

"What columns were removed this week?"
"Show me schema drift on gold tables"
"Which tables had changes since the last deploy?"

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Example Conversation

You: “Why is the revenue dashboard showing errors?” Intelligence: “The column discount_pct was removed from gold.fact_orders on Tuesday at 4:12 PM. This was caused by an upstream schema change in staging.orders_raw at 3:47 PM. Two downstream views reference this column:
  • analytics.order_summary
  • reporting.daily_revenue
Freshness is normal (table is still updating). No data quality anomalies on other columns. The issue is isolated to the removed column.”

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AI-Generated Profiles

When you select a table on the Intelligence page, you see an Object Profile:
  • Summary and business context: What this table is for and who uses it
  • Findings: Issues grouped by severity (Critical, High, Medium, Low), sourced from schema drift, freshness, data quality, and other domains
  • Relationships: Foreign keys, lineage signals, hub tables
  • Change history: Recent column additions, removals, and type changes
Before: No context. After: AI-generated profiles with findings from monitoring data.

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Privacy Model

What Intelligence sees: table names, column names, types, monitoring data. What it never sees: actual data values.
QuestionAnswer
Does Intelligence see my data?No. Only metadata (names, types, monitoring history).
Which AI provider is used?Configurable per account. Supports multiple providers.
Can I disable Intelligence?Yes. Contact support.
Is usage logged?Yes, for billing and debugging.

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Next Steps

Intelligence Overview

Learn how monitoring context powers Intelligence

Ask Questions

Chat with the AI agent