We build
for what
is next.

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Deterministic by Default, Probabilistic by Design
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Stop Hiring AI Teams. Train the Ones You Have.
Don't build for a world
that no longer exists.

Whether you have vibe-coded an app and want to move it to production or are looking to maximize your AI enablement, Jourier provides unicorn-level expertise from leading technological transformations on a global scale.

Schedule a discovery meeting
What we do

Turn technology into
your competitive edge.

Data ›

A unified, portable foundation for AI, analytics, and in-house software. Full client ownership with no vendor lock-in.

BI & Analytics ›

Institutional-grade financial domain expertise unconstrained by legacy BI. Advanced analytics and data science with proprietary logic.

AI Automation ›

Custom MCP apps and transformative workflows for Finance, Sales, and Operations. Systems built for in-house control and scale.

Data Applications ›

The application layer for data and AI. Analytics dashboards, internal tools, and customer-facing portals built on the client's data, replacing commercial BI.

Training ›

Technical AI training for data and engineering teams. Building sustainable in-house development expertise.

Integrations ›

Connectivity for 400+ systems and real-time CDC. Total operational control via self-deployment.

AI Tools ›

Production-ready AI tools for immediate deployment. Battle-tested solutions for core business workflows.

Advisory ›

Strategic AI roadmapping and architectural oversight. High-level guidance for long-term scalability and ROI.

Examples

We build fully customized analytics, data, reports, and agentic solutions. Below are some samples.

Analytics without limitations.

Open source, no monthly fee, no lock-in, no user limits. Customized to your brand. Embedded in your products or shared with your customers.

CEO view — executive dashboard

Data that will define your success.

Processing data has never been easier. We use agentic tools to shape your structured and unstructured data into your business's most valuable asset that you own and can connect to any of your systems.

Data plane — sources, storage backends, MCP

Reports sent to you directly.

Many users don't view the dashboards. We deliver the insights via email or message, scheduled or event-driven. The same reports can go to customers and investors, fully customized to match your brand.

01Configure
Configure · New Report
Configure the report — audience, period, sections, AI insights See a sample report
02Deliver
The finished board-ready report

Software tailored to your business.

We build any software, from customized CRMs for your industry niche to budgeting tools matching your financial processes. If you've vibe-coded a prototype, we can take it and productionize it so it can be used securely.

Budgeting — driver-based planning with scenario stack and editable cells

Agentic tools that actually bring ROI.

Either you want to automate part of your business or build a centralized agentic system you can connect your Claude Console to.

Agents — fleet, runs, MCP tool connections
Get started

Let's discuss what Jourier can do for your company.

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Aleksi Stenberg Founder & CEO
Self-serve

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