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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.

Ronja product interface on iPad
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01

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.

02

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.

03

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.

04

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.

Ronja plain language chat analysis interface
Ronja endorsed metric definition for Production Loss Cost
Ronja CFO dashboard with KPIs and revenue trends
Ronja data flow and lineage view
01

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.

02

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.

03

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.

04

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.

Ronja pipeline flow view with agent maintenance
Ronja auto-generated table transformation logic
Ronja Finetune governance and review interface
Ronja home overview with databases and explorations

The intelligence flywheel

The more you use it, the smarter it gets

01

It learns your language

Define what a metric means and agents build the data behind it.

02

It watches your data

Connect a new source and Ronja documents and understands it automatically.

03

It adapts to corrections

Correct a number and Ronja traces the impact across every table and dashboard.

04

Your team stays in control

Review what changed — approve, reject, or refine before anything goes live.

It learns your language
What's our MRR?
I don't have a definition for MRR yet. How does your team calculate it?
9:41 AM
Sum of all active subscriptions, excluding free trials and annual prepayments divided by 12
Definition saved
MRR = Sum of active subscriptions, excl. free trials, annual ÷ 12
monthly_recurring_revenue
2 days later
What's our MRR?
Your MRR is €142,800 as of March 1.
Using endorsed definition
9:43 AM
It watches your data
4 improvement opportunities
HubSpot sync stalled 2 min ago
Last successful sync was 6 hours ago. 340 contacts may be outdated.
New Stripe fields documented 1 hour ago
12 new fields detected in the invoices endpoint. Descriptions auto-generated and pending review.
Missing CAC data for Q4 3 hours ago
Customer acquisition cost can't be calculated — marketing spend source not connected.
Duplicate customer IDs detected 5 hours ago
14 records in the customers table share the same external ID from Salesforce.
It adapts to corrections
Actually, MRR should exclude customers in grace period too
Got it — I've updated the MRR definition and run a quality check.
Definition updated
Sum of active subscriptions, excl. free trials, annual ÷ 12
+ Sum of active subscriptions, excl. free trials, grace period, annual ÷ 12
Updated by @anton · Applied to 3 tables
Quality check triggered
Found 23 customers currently in grace period. 8 were included in last month’s MRR calculation.
Recalculated MRR: €138,200 (was €142,800)
Your team stays in control
Metric definition Requested by @lisa
Update MRR to exclude grace period customers
Lisa from Finance suggested this change after Q4 close. Currently 23 customers in grace period are included.
What will change
Definition monthly_recurring_revenue
Affects 3 tables
Dashboards Revenue Overview Board Report
Impact −€4,600/mo
Data source Requested by @erik
Add Salesforce as primary CRM source
Erik from Sales wants to connect Salesforce to replace the manual CSV imports for pipeline data.

"The more we use Ronja, the better it understands our organization and my intents."

Chart analysis card
Chart analysis card
Chart analysis card

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.

cloud.ronja.tech/datastudio
Ronja Flow View
cloud.ronja.tech/dashboard
Ronja Dashboard

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

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.

Read more about security →

All that data, and still no answers?

Ronja connects to your existing systems and delivers answers in minutes. 30-minute demo, no commitment.

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