Jourier builds the Data Hub on top of Microsoft Fabric (your existing environment, or a new one). Operational systems flow in via real-time CDC and webhooks. Modeled tables in Microsoft Fabric become the layer that BI tools, AI agents, MCP servers, and bespoke applications all read from.

Microsoft Fabric is a unified data and analytics platform. Jourier brings the modeling, the pipelines, and the consumption layers, on top of Microsoft Fabric's engine.

See all 421 integrations →

Pick Microsoft Fabric when your customer cloud already hosts it, when the workload pattern fits Microsoft Fabric's strengths, or when your team has the Microsoft Fabric skills in-house. Jourier doesn't sell Microsoft Fabric licences — your contract stays with Microsoft. We bring the engineering and the modeling on top.

Can Jourier work with my existing Microsoft Fabric environment?

Yes. Jourier builds the Data Hub on top of your existing Microsoft Fabric setup: same workspace, same compute, same governance. Source pipelines, modeled tables, and consumption layers all live inside Microsoft Fabric unless you ask otherwise.

Does Jourier require Microsoft Fabric?

No. Jourier supports Microsoft Fabric as one of several backends. If your stack already runs on Snowflake, Databricks, Microsoft Fabric, BigQuery, Postgres, or Supabase, the Data Hub adapts to it. Microsoft Fabric is the right call when your customer cloud already hosts it or when the workload pattern fits Microsoft Fabric's strengths.

How does the Data Hub differ from off-the-shelf Microsoft Fabric content?

Off-the-shelf Microsoft Fabric content is generic. Jourier's Data Hub is bespoke, modeled to your operations, joined across the systems your business actually runs. Same Microsoft Fabric engine underneath, but a layer designed for your business, not someone else's.

Who owns the Microsoft Fabric notebooks, schemas, and configuration?

You do. Jourier delivers everything as code in your Microsoft Fabric workspace, with documentation. Hand it to another vendor or take it over yourself whenever you want. No lock-in, no per-engagement licence.

Can I switch warehouses later?

Yes. The Data Hub model is portable. Most of the SQL ports between Microsoft Fabric and another warehouse with light editing; ingestion pipelines can re-target. Migrations of this kind are also part of what Jourier does.

What does a Jourier engagement on Microsoft Fabric cost?

Bespoke project, scoped to the data that matters. Microsoft Fabric compute is paid directly to Microsoft Fabric's vendor (Jourier doesn't add a markup). Jourier's fee is project-based, not subscription-based. No platform fees if you self-host the orchestration.

Get started

Let’s discuss connecting your stack to Microsoft Fabric.

Book a meeting
Aleksi Stenberg Founder & CEO