Run your data operations on a single, unified platform.

  • Easy setup, no data storage required
  • Free forever for core features
  • Simple expansion with additional credits
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Choose Your Way

Meet Keboola Data Agent

From words to production data pipelines and trusted analyses. Governed, secure, and deterministic—never shadow AI.

Issues & pains of AI

Most of the AI projects never reach production, Why? 

AI cut off from company workflows

Disconnected from systems, outputs "works" in the lab.

Low quality without proper context

Missing governance, lineage or metadata.

95% of AI initiatives fails
Time Wasted
Worked in a lab, not in a business
Breached compliance
From demos to deployments

Introducing Keboola Agent
for Data Engineers

The Agent lives inside your Keboola platform — context-aware, secure, and governed.

Embedded & Secure

The Agent runs directly in your Keboola project with full governance, audit logs, and compliance guarantees.

Understands Your Data

Knows your flows, lineage, schemas, and logs. Every suggestion is grounded in your actual project context

Deterministic & Auditable

Complete audit log of actions and conversations. Every suggestion is traceable, reproducible, and shipped only after you approve.

With built-in Governance and Semantic layer

Top Use Cases

Build Pipelines with Prompts

Generate SQL transformations, data models, and integrations with natural language.

  • SQL generation & optimization
  • Data modeling with lineage context
  • Creating new integrations
Get Started

Debug & Fix Jobs

Keboola Agent reads error logs, identifies root causes, and proposes targeted fixes — tested in a branch before you merge.

  • Automated failure diagnosis
  • Branch-first safe testing
  • Faster recovery, less downtime
Get Started

Generate & Maintain Documentation

Lineage-aware, automatically updated documentation so projects are never stale.

  • Automated table & column metadata
  • Project-wide documentation artifacts
  • Audit-ready governance and compliance
Get Started

Build, Debug & Analyse
100× Faster

Juniors learn quicker and Seniors move faster.

With Confidence

Everything is versioned and auditable by default.

With Data Work, Always Explained

Documentation and onboarding are handled automatically.

Your Daily Data Engineering Work, Done Faster

Natural language commands that create production-ready workflows

Build whole Flows

Create complex data pipelines with natural language

Ingest Salesforce opportunities into Snowflake, join with HubSpot contacts, and create a fact_sales table with daily aggregations.

Debug Jobs in Seconds

AI explains errors and suggests fixes

The transformation in Flow_X failed with a syntax error. Show me the failing query, explain the issue, and propose a fix in a branch.

Create New Connectors

Generate Python connectors for unsupported services.

Build a connector for the TikTok Ads API to pull campaign spend and engagement data into BigQuery.

Generate Documentation

Documentation, finally solved

Create full project documentation for all flows in markdown format, including lineage diagrams, table descriptions, and key dependencies

Your Peers Already Chose Keboola

Keboola Agent turns your words into production-ready data pipelines. No shadow AI. Just governed, secure, and deterministic workflows.

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4.6/5  (100+ reviews)
Keboola reviews sourced by G2
Trusted by leading companies across industries
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FAQ

What is exactly is Keboola Data Agent if I'm member of a Data team?

Keboola Data Agent is an AI copilot embedded inside Keboola platformthat builds, debugs, documents, and manages pipelines with natural language. It understands your flows, lineage, logs, and storage, so its outputs are deterministic and production-ready. Unlike generic copilots, it works in your governed environment with full audit logs.

How does the Agent help debug failing jobs?

It analyzes job logs, error messages, and lineage to pinpoint root causes and suggest targeted fixes. Engineers can test changes safely in branches before merging to production. This eliminates hours of manual trial-and-error debugging.

Can the Agent generate SQL transformations and models?

Yes. It can propose complete SQL transformations, dimensional models, and aggregation layers from your ingested sources. All SQL follows performance best practices and is fully auditable, so you can trust it in production.

How does it handle documentation?

The Agent generates comprehensive, lineage-aware markdown documentation for flows, jobs, and transformations. It automatically updates descriptions as pipelines evolve, solving the age-old problem of stale, static docs. Teams can finally rely on documentation for onboarding and maintenance.

Does Keboola Agent create new connectors?

Yes. If a connector doesn’t exist, the Agent can generate a custom Python integration using API documentation. It also warns engineers when connectors are writers to avoid unintended destructive actions.

Can I control what data the Agent sees?

Yes. Keboola’s multi-project architecture allows you to isolate AI access to a subset of data. For example, you can restrict it to development projects or give analysts read-only environments.

Issues without Agent

Enterprise AI isn't working.

AI tools fail when they don’t connect to your real data or respect production workflows.

No integration with company data workflows

Vibe coded Apps can’t access real sources

Lack of data context and governance

Without lineage and metadata, outputs are guesses

95% of AI projects never reach production
Time Wasted
Worked in a lab, not in a business
Breached compliance
From demos to deployments

Introducing Keboola Agent
for Data Analysts

Turn plain language into accurate insights, dashboards, and Data Apps — powered by Keboola’s context-aware AI Agent.

Transparent by Design

Every answer comes with the SQL query, dataset lineage, and filters used. No black boxes, just insights you can verify.

Fast to Insight

Ask in plain language and get live charts in seconds — without waiting on tickets or BI teams.

Shareable & Reusable

Save conversations as dashboards and reports. Share with colleagues or build on top of existing insights.

With built-in Governance and Semantic layer

Top Use Cases

Analyze & Visualize

Explore data without SQL or BI bottlenecks. Just type your question and get instant charts, tables, and summaries.

  • Get answers from live data in seconds, not days.
  • No tickets or technical hand-offs required.
  • Auto-generated SQL you can view and reuse.
Get Started

Share with your colleagues

Save conversations as dashboards or reports that stay connected to your live data — and share them with your team.

  • Publish dashboards and reports with full context.
  • Reuse insights and build on top of them over time.
  • Keep stakeholders aligned with always-up-to-date views.
Get Started

Verify the results

Every answer comes with the SQL, lineage, and sources that produced it. No black boxes — just transparent insights.

  • Validate how every number was calculated.
  • Ensure consistency with company data definitions.
  • Mitigate hallucinated or misleading AI outputs.
Get Started

Faster Answers

From question to chart in seconds — no SQL or BI tickets required.

Trustworthy Insights


Every number backed by SQL, lineage, and sources — no black-box AI.

Shareable Knowledge

Turn conversations into dashboards or Apps that stay live and up-to-date.

Your Everyday Analytics
Work, Done Smarter

Ask questions, build reports, and explore data in natural language

Analyze Your Data

Ask ad-hoc questions, explore data, and get instant charts without SQL

Show me revenue by product line this quarter vs. last quarter, and highlight the top 5 fastest-growing products.

Create Live Dashboards

Turn conversations into dashboards or recurring reports that stay connected to live data

Create a dashboard with MRR, CAC, and churn, and schedule it to refresh weekly.

Create New Data Apps

Build lightweight data apps or interactive artifacts (tables, visualizations) for deeper exploration.


Generate a customer segmentation table with filters for region, spend, and retention.” and output would be a Streamlit app based on company template.

Verify the Results

Quickly verify numbers, check definitions, or debug issues in metrics with context

Validate how ‘Active Customers’ is calculated and show me the SQL behind it.

Your Peers Already Chose Keboola

Keboola Agent turns your words into production-ready data pipelines. No shadow AI. Just governed, secure, and deterministic workflows.

BadgeBadgeBadgeBadgeBadge
4.6/5  (100+ reviews)
Keboola reviews sourced by G2
Trusted by leading companies across industries
Creditinfo logo
Home Credit logo
Carvago logo
P3 logo
Creditinfo logo
Home Credit logo
Carvago logo
P3 logo

FAQ

What is Keboola Chat Agent for analysts?

It’s an easy to use AI Chat that lets analysts and business users query data in plain language. It generates SQL, charts, and dashboards directly from your governed warehouse. Unlike shadow AI tools, every answer is transparent and production-grade.

Do I need to know SQL?

No. You simply ask questions in natural language. The Agent writes the SQL, runs it, and shows both the answer and the query, so analysts can validate or learn.

Can I trust the results?

Yes. While no AI is perfect, Keboola ensures every answer is backed by SQL and lineage, so you can validate and trust the results.

Can business users without technical skills use it?

Yes. It’s designed for non-technical users. Analysts can create dashboards, and business leaders can ask ad-hoc questions without waiting on engineering.

Can it create dashboards and share it within my organisation?

Yes. Conversations can be instantly converted into dashboards or reports that refresh automatically with live data, so you never need to manually update or rely on screenshots. These dashboards can be shared with colleagues, ensuring everyone works from the same trusted metrics. By turning analysis into collaborative, living artifacts, the Agent helps teams align faster and dramatically shortens the time from question to insight.

How do I try it?

You can enable the Chat directly inside any Keboola project — no extra software or setup required. All you need is an active Keboola account. The Agent runs within your existing Keboola environment, respecting your project boundaries and security settings. If you’re new to Keboola, you can request a demo or sign up for a free trial to see the Agent in action on sample or real data.