AI Agents
mindzieDataDesigner includes three AI agents, each designed for a different level of experience and use case. All three agents are accessible from the toolbar at the top of the application.
Quick Reference
| Agent | Purpose | Best For |
|---|---|---|
| DB Assistant | Explore databases and write SQL queries | Users who want to understand their data |
| ETL Assistant | Build event logs with AI-driven planning and execution | Experienced users who know what they want |
| AI Event Log Builder | Step-by-step guided event log creation | First-time users who want guidance |
Which Agent Should I Use?
"I just want to look at my data" - Use the DB Assistant. It is a general-purpose SQL assistant with no process mining knowledge. It helps you explore schemas, write queries, and understand your database.
"I know what I want and I want the AI to build it" - Use the ETL Assistant. It interviews you about your goals, creates an implementation plan, and then autonomously builds the event log.
"I'm new to this and want to be walked through it" - Use the AI Event Log Builder. It guides you through 8 sequential steps, asking questions along the way and making sure nothing is missed.
How to Access
All three agents are available from the toolbar at the top of mindzieDataDesigner:
- Open a project in mindzieDataDesigner
- Look at the toolbar icons next to Browser, Build, and Backup
- Click DB Assistant, ETL Assistant, or AI Event Log Builder
Each agent opens in its own chat panel where you can interact with it using natural language.
Shared Features
All three agents share common infrastructure:
- Security - An input guard screens all messages before they reach the agent, blocking prompt injection and dangerous SQL
- Data Source Management - All agents can list, create, test, and switch database connections
- Schema Exploration - All agents can browse tables, columns, relationships, and preview data
- Query Execution - All agents can run SQL queries against your connected database
- Playground - All agents can save and manage queries in the Playground folder
The ETL Assistant and AI Event Log Builder additionally share:
- ERP Knowledge Base - A database of known ERP table patterns for automatic system detection
- ETL Methodology - Shared process mining methodology for consistent event log construction
- Validation Tools - Script validation, event log building, and quality checks
Agent Comparison
| Feature | DB Assistant | ETL Assistant | AI Event Log Builder |
|---|---|---|---|
| Schema exploration | Yes | Yes | Yes |
| SQL query writing | Yes | Yes | Yes |
| Data source management | Yes | Yes | Yes |
| Process mining knowledge | No | Yes | Yes |
| ERP system detection | No | Yes | Yes |
| Event log building | No | Yes | Yes |
| Script validation | No | Yes | Yes |
| Implementation planning | No | Yes | Yes |
| Guided step-by-step flow | No | No | Yes (8 gates) |
| Autonomous execution | No | Yes | Limited |
| Modify existing event logs | No | Yes | No |
| Partial tasks | Yes (SQL only) | Yes | No (must complete all steps) |