Jourier builds the Pyramid integration into your ClickHouse environment. Pyramid 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.

Lot, serial, and batch tracking in Pyramid matter for compliance and for product-quality investigations. Jourier preserves the granularity in the warehouse so traceability queries (what shipped to whom, sourced from where) run in seconds rather than requiring Pyramid support tickets.

On ClickHouse, Pyramid data lives in tables tuned for analytical aggregation rather than for transactional access. Jourier designs the schema for ClickHouse's MergeTree engine — primary keys ordered for the most common WHERE clauses, materialized views for pre-aggregated queries — so Pyramid reports run in milliseconds against billions of rows.

Result: Pyramid 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 Pyramid 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 Pyramid once it's in ClickHouse.

Can I land Pyramid data in my ClickHouse environment?

Yes. Jourier builds a bespoke Pyramid → ClickHouse pipeline that lands data continuously in your existing ClickHouse workspace. Real-time CDC where Pyramid 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 Pyramid with the rest of your operational systems.

Does Jourier require ClickHouse, or can I use a different warehouse for Pyramid?

ClickHouse is one of several supported backends. If your stack already runs on Snowflake, Databricks, Microsoft Fabric, BigQuery, Postgres, Supabase, or Redshift, the Pyramid pipeline adapts to it. Pick ClickHouse when it fits your team's skills, your customer cloud's hosting, and Pyramid'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 Pyramid 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 Pyramid 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 Pyramid → 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 Pyramid integration?

Yes. The Pyramid 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 Pyramid into ClickHouse take?

First sync is typically instant to one day. A scoped engagement covering Pyramid 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 Pyramid 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 Pyramid 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 Pyramid be joined with other operational systems in ClickHouse?

Yes — that's the point of the Data Hub. Once Pyramid 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