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Data Analyst
proAvailableSQL queries, data visualization, and statistical analysis
Connects to your database, writes SQL queries, generates visualizations, and performs statistical analysis. Sandboxed query execution with read-only access and PII sanitization.
Overview
Data Analyst is a single-LLM agent that bridges the gap between natural language questions and database insights. Ask "what's our churn rate by cohort?" and get a SQL query, a chart, and a written analysis.
How It Works
- Connect a read-only database connection
- Ask questions in natural language
- The agent writes and executes SQL queries
- It generates visualizations (bar, line, scatter, heatmap)
- It writes a summary analysis with statistical significance tests
Governance
- PII sanitization — customer data is hashed before entering the LLM context
- Read-only sandbox — the agent cannot write, delete, or modify data
- Query limits — resource-limited queries prevent expensive scans
- Audit receipts — every query and result is logged
Use Cases
- Self-serve analytics for non-technical teams
- Automated dashboard generation
- Ad-hoc analysis without a data team
- Cohort analysis and retention metrics
- A/B test significance testing
Capabilities
- Natural language to SQL
- Automatic visualization generation
- Statistical significance testing
- Cohort and retention analysis
- Export to CSV/JSON/Markdown
Tools (MCP Protocol)
sql_querychart_generatorstats_enginecsv_exportGovernance Layers
PII SanitizationRead-Only SandboxJWT AuthAudit ReceiptsMCP Tools