Jourier builds the Visma.net integration into your ClickHouse environment. Visma.net data flows in via real-time CDC and webhooks, lands as modeled tables in ClickHouse, and becomes the layer that BI tools, AI agents, MCP servers, and bespoke applications all read from.

You keep using ClickHouse for what it's good at (storage, compute, governance) and Jourier brings the modeling, the pipelines, and the consumption layers on top. Operational reporting, inventory and order analytics, and cross-entity consolidation delivered through a real engineered application your team owns.

Cross-entity rollups in Visma.net — multi-company, multi-warehouse, multi-currency — get expensive in operational reports. Jourier consolidates them once in the modeling layer, indexes the result for analytics workloads, and frees Visma.net to do what it's good at: running the operation.

ClickHouse's column-oriented storage and vectorized execution make it a natural fit for Visma.net data when the query mix is heavily analytical. Jourier picks the table engine per workload — MergeTree for the canonical Visma.net tables, AggregatingMergeTree for pre-rolled summaries, ReplicatedMergeTree where high availability matters.

Result: Visma.net data lives in ClickHouse as engineered tables, ready for operational reporting and for whatever consumer layer reads from ClickHouse next — BI, AI agents, MCP servers, custom applications.

Pick ClickHouse as your Visma.net backend when your customer cloud already hosts it, or when the workload pattern fits ClickHouse's strengths. Jourier doesn't sell ClickHouse compute. Your contract stays with ClickHouse, Inc.. We bring the engineering and the modeling on top, plus the consumption layers (BI, AI agents, MCP, bespoke apps) that read from Visma.net once it's in ClickHouse.

Can I land Visma.net data in my ClickHouse environment?

Yes. Jourier builds a bespoke Visma.net → ClickHouse pipeline that lands data continuously in your existing ClickHouse workspace. Real-time CDC where Visma.net supports it, scheduled polling and webhooks otherwise. Tables are modeled, documented, and ready for operational reporting. The pipeline runs on ClickHouse's native compute (no second platform to manage), and the modeling layer above it joins Visma.net with the rest of your operational systems.

Does Jourier require ClickHouse, or can I use a different warehouse for Visma.net?

ClickHouse is one of several supported backends. If your stack already runs on Snowflake, Databricks, Microsoft Fabric, BigQuery, Postgres, Supabase, or Redshift, the Visma.net pipeline adapts to it. Pick ClickHouse when it fits your team's skills, your customer cloud's hosting, and Visma.net's data shape. Jourier doesn't push a specific warehouse — we evaluate the choice with you against existing contracts, compliance, and team familiarity.

How does the Visma.net model in ClickHouse differ from off-the-shelf ClickHouse content?

Off-the-shelf ClickHouse content is generic — schemas designed for the average customer, not yours. Jourier's Data Hub on ClickHouse is bespoke: modeled to your operations, joined across Visma.net and the rest of your operational systems, with the entity definitions your business actually uses. Same ClickHouse engine underneath, but a layer designed for your business. The result is reports, applications, and AI tools that read the same numbers your team uses.

Who owns the Visma.net → ClickHouse pipelines and schemas?

You do. Jourier delivers everything as code in your ClickHouse workspace — pipeline definitions, modeled tables, data dictionaries, runbooks, access-control config. Hand it to another vendor or take it over yourself whenever you want. No vendor lock-in, no per-engagement licence. The ClickHouse subscription stays directly with ClickHouse, Inc.; we don't add a markup.

Can I switch from ClickHouse to a different warehouse later, keeping the Visma.net integration?

Yes. The Visma.net pipeline can re-target. Most of the SQL ports between ClickHouse and another warehouse with light editing — sometimes just dialect changes, sometimes a partition-strategy refactor. Migrations of this kind are part of what Jourier does. The modeling layer (entities, joins, business rules) stays the same; only the underlying compute and storage move.

How long does landing Visma.net into ClickHouse take?

First sync is typically instant to one day. A scoped engagement covering Visma.net plus the modeled tables for the workflows that matter (operational reporting, inventory and order analytics) usually runs three to six weeks before production. Bigger transformations are phased. Jourier handles the Visma.net pipeline, the ClickHouse schema design, the access controls, and the documentation. Your team validates the model and trains the analysts.

How predictable are ClickHouse compute costs for this workload?

Predictable, with the right design. Jourier's modeling decisions affect ClickHouse cost directly — partitioning, clustering, materialised views, query patterns. We design the Visma.net model on ClickHouse for the access patterns your team actually has, not for theoretical generality. Most customers see ClickHouse compute costs roughly proportional to user activity once steady-state is reached. We can co-design the schema with cost limits in mind if that's a constraint.

Can Visma.net be joined with other operational systems in ClickHouse?

Yes — that's the point of the Data Hub. Once Visma.net is in ClickHouse, the modeling layer joins it with CRM, ERP, billing, product analytics, and any other source you've integrated. Entity resolution (same customer / same product / same transaction across systems) is handled in the modeling layer. The result: a ClickHouse dataset where a single 'customer' row reflects every system that knows about that customer, joined consistently.

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Aleksi Stenberg Founder & CEO