How Intelligence Uses Your Monitoring Context
The more monitoring you set up, the smarter Intelligence gets.
Features
Object Profiles
AI-generated profiles with findings, relationships, and change history for every table
Ask Questions
Chat with an AI agent that has full context across all your monitoring domains
Walkthrough
See how monitoring context flows into Intelligence to solve real problems
What You Can Ask
Intelligence answers are grounded in real data from your monitoring setup, not just schema names.Cross-Domain Diagnosis
Schema and Structure
Freshness and Health
Data Quality
Impact Analysis
The Intelligence Page
The Intelligence page is a two-panel layout:- Left: Schema Explorer tree. Navigate databases, schemas, and tables.
- Right: Dynamic content that changes based on your selection.
Getting Started
1
Set up monitoring first
Intelligence is most useful when it has context to work with. Enable freshness monitoring, schema drift detection, and data quality metrics on your key tables.
2
Generate intelligence
Navigate to a table on the Intelligence page and click Analyze Table (or Analyze All for the entire database). AI analyzes your schema and monitoring data to build a profile.
3
Ask questions
Click Ask Agent and ask about your data in plain English. The agent has access to all your monitoring context and can chain multiple tools to investigate issues.
How It Works
Intelligence builds a knowledge base from your operational metadata:
Your data values stay in your database. Intelligence only sees structure and operational metadata.
Usage and Billing
Intelligence queries count against your monthly API limit:
Check usage: Settings > Billing > Usage
Privacy and Security
- Intelligence processes queries using AI language models (configurable per account)
- Only schema metadata and operational data are sent (names, types, alert history, freshness status)
- No actual data values are ever transmitted
- You can request Intelligence be disabled for your account
Common Questions
What does Intelligence actually do that monitoring alone doesn’t?
Monitoring detects events, schema drift, stale tables, null rate spikes. Intelligence correlates them. It reads context from every monitoring domain and answers questions like “why is this broken?” in one place instead of you clicking through separate pages.Does Intelligence send my data to an LLM?
Only metadata: table names, column types, schema changes, freshness status, metric values, alert history, and tags. Row data, query results, and credentials are never transmitted. See the Ask Questions page for more on privacy.Do I need monitoring set up before Intelligence is useful?
Yes, effectively. Intelligence reasons over the context your monitoring creates. Without freshness schedules, drift detection, or metrics, it falls back to schema-only analysis and loses most of its diagnostic power.Is Intelligence usage capped?
Yes, by plan. Starter gets 500 queries per month, Growth 2,000, Professional 10,000, and Enterprise is unlimited. Check consumption under Settings → Billing → Usage.Can I turn Intelligence off for my account?
Yes. If your organization doesn’t want AI processing, request that Intelligence be disabled. The rest of AnomalyArmor (monitoring, alerts, classification) continues working without it.Next Steps
Object Profiles
Understand what you see when you select a table
Ask Questions
Chat with the AI agent