Kai - AI Assistant

What Kai Can Do
Why Use Kai?
Kai vs. MCP Server
Getting Started
Learn More
Support

Kai is Keboola’s embedded AI assistant—a context-aware data engineering co-pilot that understands your project’s transformations, flows, table schemas, and jobs.

What Kai Can Do

Analytics & Exploration — Query databases, explore schemas, calculate metrics, and analyze trends.

Integration Setup — Configure extractors, destinations, and custom components. Manage authentication and packages.

Coding — Write and optimize SQL/Python transformations. Convert between languages.

Troubleshooting — Debug job failures, resolve configuration errors, and investigate data quality issues.

Documentation — Generate project documentation, update table descriptions, and create onboarding materials.

Data Modeling — Build analytical frameworks, dimensional models, and complex data structures.

Why Use Kai?

Context-aware — Unlike generic AI tools, Kai reads your actual job logs, configurations, and data structures to provide specific solutions.

No setup required — Built into Keboola, already authenticated, understands your current location.

Data engineering focus — Deep knowledge of Keboola components, transformations, and best practices.

Kai vs. MCP Server

Feature	Kai	MCP Server
Best for	Browser workflows, team collaboration	IDE integration, local development
Setup	None	Requires external tool configuration
Audit trail	Full organizational visibility	Local only

Getting Started

Kai is now in Public Beta and available to all users. Look for the KAI button in your project’s navigation bar.

Organization Admins can enable Kai directly from the chat screen
Other users can request access from their Organization Admin or contact Keboola Support
You can also enable Kai via Settings → Features

Get Started with Kai →

Learn More

Support

Use the thumbs up/down buttons in the chat to provide feedback, or contact Keboola Support for access requests and technical issues.