The platform
Everything a data team does. Here's how.
One AI-native platform. Agents do the work, you ask the questions.
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Six capabilities. One platform.
Ingestion
Connect any data source in minutes
100+ pre-built connectors for files, databases, APIs, and cloud storage. HubSpot, Salesforce, Fortnox, Shopify, Postgres, S3, Google Ads, LinkedIn Ads, GA4, Excel, CSV, and more. Set up in minutes, not weeks.
Data Lake
All your data. One place. Always ready.
Built-in data lake for all your data. No separate warehouse needed. Every source you connect is stored, versioned, and ready for agents to work with. Already have a data platform? Ronja connects to that too.
Data Modelling
Agents write the code. You set the direction.
Clean, combine, and join tables from multiple databases. Build automated pipelines that know what to run and in what order. All in real, auditable code. When the data you need doesn't exist in the right structure, agents build it. Business logic persists as infrastructure, not as one-time chat responses.
Exploration
Ask anything. Trace every answer to source.
A conversational interface to your entire data layer. Ask in plain language, drill into any number, ask follow-ups, go deeper. Run what-if scenarios. Change assumptions and see the impact instantly. Every answer is traceable to source.
Data Apps
Dashboards that build and maintain themselves
Agents build and maintain dashboards, run predictive forecasts, and schedule reports. They're starting points for exploration, not dead ends. Click into any number to ask follow-up questions and drill deeper.
Agent Crew
Always-on agents that never sleep
Set up agent crews with missions. They continuously work through billions of data points, following up on trends, flagging deviations, and identifying modelling opportunities. Your always-on data team.
Alert me when customer churn risk increases above 5% monthly threshold.
Flag any order that deviates >20% from plan. — 2 orders flagged today
Weekly summary of which ad campaigns outperform — compare Google Ads vs LinkedIn.
Monitor production scrap rate and notify when it exceeds 2.5% threshold.
Alert me when customer churn risk increases above 5% monthly threshold.
Flag any order that deviates >20% from plan. — 2 orders flagged today
Weekly summary of which ad campaigns outperform — compare Google Ads vs LinkedIn.
Monitor production scrap rate and notify when it exceeds 2.5% threshold.
How it works
Four steps. Zero data engineers.
Connect your sources
Upload files or use pre-built connectors. Ronja pulls data from HubSpot, Salesforce, Fortnox, Postgres, Excel, and 100+ more sources.
Agents build the data layer
When you ask a question and the data doesn't exist in the right structure, agents build it. They write real transformation code. Deterministic, versioned, traceable.
Everyone gets answers
Ask questions in plain language, explore dashboards, set up monitoring agents, or get reports in email and Slack. The whole company can use the data. No SQL, no data team.
Ronja learns your organization
As your team interacts with Ronja, it builds organizational context, learning your terminology, aliases, business rules, and metric definitions. Ronja gets more accurate the more you use it.
Delivery
Get answers where you work
Automated reports in your inbox on Monday morning. Slack alerts when a metric breaks a threshold. A weekly email summary for your CFO. Real-time notifications for your ops team. No one needs to log in to anything.
Highlights:
• 3 new customers signed (€4,500 MRR added)
• Enterprise tier upsell closed
• Churn risk flagged for 1 account
Reply to this email to ask follow-up questions →
Memos
Your data has structure. Memos give it meaning.
A memo is a persistent knowledge node. It stores business rules, terminology, data quality notes, and domain conventions. Agents and users use memos to understand what data means, not just what it looks like. The more your team adds, the smarter the platform gets.
Visualization
Accurate charts, built by agents.
Ask a question, get a chart. Ronja's agents turn your data into clear, ready-to-share visualizations. Every chart is built from verified data, so the numbers you see are the numbers you can trust. Always up to date, always accurate.
Full flexibility
If you can imagine it, Ronja can build it.
Want to add a new line to your chart? Tweak a breakdown? Combine sales data with production numbers? Just describe what you want. If the data exists, agents update your visualization. If it doesn't, they pull in new sources and build the dataset for you.
No SQL, no data engineering tickets, no waiting. You focus on the question. Ronja handles the rest.
Crap in, quality out
Your data gets better every day.
Agents continuously monitor your data for issues. Missing values, duplicates, inconsistencies. They flag problems and propose fixes for you to approve. Missing definitions for common questions? Ronja notices and helps build context.
Data quality isn't a one-off project. It's something that improves every week, automatically.
Governance & lineage
Every number traceable. Every pipeline governed.
Data lineage
Every table has lineage. Every derived number traces back to source. Click any number to see exactly how it was derived.
Endorsed data sets
Anyone can create data sets. Only users with the right permissions can approve them. The AI always gravitates toward endorsed data sets.
Versioning
All data and transformation code is versioned. Roll back to any point in time. See what changed and when.
Access control
Database-level permissions, workspace controls. Control which data is available to which teams and users.
No black boxes
Agents write real code. Auditable, versioned, reproducible. Nothing is hidden behind a proprietary layer.
Compliance
SOC 2 and ISO 27001 certified. Enterprise-ready from day one.