The bottleneck was never the data.
Business users have the questions. Data teams have the skills. But the old stack turns every question into a ticket, and every ticket into a dashboard nobody uses. Ronja is an AI-native data platform that closes the gap.
Ask in plain language, get real answers
→Ronja speaks your language. Ask a question the way you'd ask a colleague. Agents translate it into real, auditable analysis behind the scenes.
One definition for every metric
→Endorsed data sets let anyone propose a definition and authorized users approve it. Once endorsed, agents use that definition everywhere. No more conflicting numbers.
Dashboards built in minutes, not weeks
→There's no queue and no tickets. Agents build dashboards, reports, and analyses on the spot. From your question to a finished result in minutes.
Every number traceable to source
→Every answer comes with full data lineage. Click any number to see exactly where it came from, how it was calculated, and when it was last updated.
Agents maintain your pipelines
→Ronja agents monitor, repair, and update pipelines around the clock. Your team sets the rules and reviews the logic. No more 2 AM firefighting.
Business logic in, code out
→Ronja eliminates the translation step. Business users describe what they need in plain language, and agents generate real, versioned, auditable code.
Govern the logic, not the queue
→Your team shifts from executing ad-hoc requests to governing data quality, endorsing definitions, and setting the rules agents follow.
AI that does the work, not just assists
→Most AI tools create more demand without reducing operational burden. Ronja is AI-native from day one. Agents handle end-to-end execution, not just suggestions.
The intelligence flywheel
The more you use it, the smarter it gets
It learns your language
→Define what a metric means and agents build the data behind it.
It watches your data
→Connect a new source and Ronja documents and understands it automatically.
It adapts to corrections
→Correct a number and Ronja traces the impact across every table and dashboard.
Your team stays in control
→Review what changed — approve, reject, or refine before anything goes live.
"The more we use Ronja, the better it understands our organization and my intents."
The shift
Before AI, data stacks were built by humans, for humans. Entire teams of engineers and analysts wiring tools together, translating between business language and technical syntax. Ronja is built from scratch for the AI era: one platform where AI agents work the entire stack. Connecting sources, building models, delivering answers. The bottleneck was never the data. It was the translation.
AI-Native
See what your data can do when AI handles the work
From raw data to dashboards, forecasts, and answers, all built and maintained by AI agents. You ask the questions, Ronja does the rest.
How Ronja compares
Built for agents, and humans
| Ronja | Data PlatformsSnowflake, Databricks | BI ToolsPower BI, Tableau | AI Query ToolsHex, Julius | |
|---|---|---|---|---|
| Stores and transforms data | Yes | Yes | No | No |
| Queries and presents data | Yes | No | Yes | No |
| Who does the work | Agents, end-to-end | Your data team | Your analysts | You ask, AI queries |
| Accuracy | Deterministic, traceable | Depends on your team | Depends on the model | May hallucinate |
| Time to insight | Minutes | Weeks to months | Days to weeks | Seconds, but fragile |
| Data team required | Optional, frees them for strategy | Yes | Effectively yes | No, but limited |
Security & governance
Secure by design. Traceable by default.
Trust starts with transparency. Ronja is built on real code, real governance, and real transparency. Every number traces back to its source. Agents write real, auditable code. No black boxes. Ever.
Access control
Control who sees data, code, and outputs. At every level.
Data lineage
Every metric traces back to its source. Fully auditable.
Compliance
Enterprise-grade security standards.
No black boxes
Agents write real code. Auditable, versioned, reproducible.
Connects to the tools you already use
Plus 100+ more connectors for databases, files, APIs, and cloud storage.