Insikter

Ronja is the control plane through which AI agents access enterprise data – securely, accurately, and without driving up warehouse costs. It connects to your data warehouse, data lake, and 100+ SaaS apps, brings all of it under one governed layer, and lets anyone in the organization get answers through Slack, ChatGPT, Claude, or Ronja directly. Every number traces to its source: real code, real rows, real lineage. No hallucinations.

Traditional BI tools like Tableau or Power BI require analysts to build dashboards that business users then consume. Ronja removes the middle step: business users ask questions in plain language and get governed, accurate answers instantly. Ronja also layers on top of your existing stack – the warehouse stays, dbt stays, existing dashboards stay. It handles the ad-hoc questions that currently sit in the data team's backlog.

Nej. Ronja är datateamets första stödlinje. Det hanterar rutinmässiga ad hoc-frågor så att datateamet kan fokusera på de svåra problem som kräver mänsklig dom. När fler användare interagerar med Ronja, yttrar det vad verksamheten faktiskt behöver: dataluckor, olika definitioner och gemensamma mönster. Datateamet går från reaktiv brandbekämpning till proaktivt, strategiskt arbete.

This is one of the three core obstacles Ronja solves. Ad-hoc queries run on Ronja's own execution layer – they never hit the warehouse. Adding more users does not increase your warehouse bill. Your warehouse continues to handle what it was designed for: heavy transformations, scheduled pipelines, and system-of-record storage.

Ronja maintains a federated context layer that aggregates definitions from wherever they already live: dbt models, Cube, Confluence, warehouse metadata, and user conversations. It detects where definitions diverge, learns from every correction, and ensures the same question always gets the same answer, regardless of who asks or which channel they use. Every answer traces to source – real code, real rows, real lineage.