PMAI's Data Analytics module offers two major categories of core capabilities:
1. SQL query generation:
- Support common analysis scenarios: user activity, conversion funnel, retention analysis, etc.
- Automatic generation of optimized query statements
- Provide code interpretation functions (for non-technical people)
- Example: Enter "Count DAU in the last 7 days" to get the full SQL.
2. Visual presentation:
- Support for uploading CSV data files
- Automatic generation of line/bar charts and other basic charts
- Output format: PNG/PDF
- Typical applications:
- User Behavior Trend Display
- Visualization of A/B test results
- Business Indicator Monitoring
Caveats:
- Currently suited to lightweight analytical needs
- Complex scenarios may require specialized BI tools
This answer comes from the articlePMAI: AI-assisted document generation and data analysis tool for product managersThe
