User Personas

The MATIH Platform is designed to serve six primary personas, each representing a distinct role in a modern data organization. Every persona has a dedicated workbench application tailored to their workflow, and all personas share access to the conversational AI interface as their primary interaction model.

Persona Overview

The Conversational Interface

While each persona has a specialized workbench, the conversational AI interface is accessible from every workbench. This means that any user can ask a natural language question and receive a data-driven answer, regardless of their technical proficiency.

Any Workbench
  |
  v
Conversational AI Panel
  |
  +-- "What was revenue last quarter?"
  +-- "Show me the top 10 customers by spend"
  +-- "Create a chart comparing Q1 vs Q2 sales"
  +-- "Why did the pipeline fail last night?"
  |
  v
AI Agent Orchestrator --> SQL Generation --> Query Execution --> Visualization

The conversational interface adapts its behavior based on the persona. A Data Engineer asking about pipeline failures receives technical diagnostics, while an Executive asking about revenue trends receives a summary with a chart.

Persona-Workbench Mapping

Each workbench is a standalone React/TypeScript/Vite application designed for a specific persona's workflow:

Cross-Persona Collaboration

The platform enables collaboration across persona boundaries through shared artifacts:

Reading Guide

Each persona page in this section follows a consistent structure:

1. Role description -- Who this persona is and what they do
2. Day-in-the-life workflow -- A typical workday using the platform
3. Key capabilities -- The platform features most relevant to this persona
4. Workbench overview -- The primary UI and its key screens
5. Related chapters -- Where to find implementation details

Select your persona from the list below to see your tailored guide:

• Data Engineer
• BI Developer
• ML Engineer
• Agentic User
• Platform Admin
• Executive