Enterprise-grade from day one
Live from the first day, and portable later to any system. No vendor lock-in to Jourier: take the code, the schema and the models and run them yourself.
Portable technical infrastructure to any cloud.
A production-ready foundation designed to scale. Plug in pre-built modules for common workflows, or build your own on top.
Hosted in Finland
Data and AI run in a local datacenter in Helsinki. LLMs and models are optimised for specific industries and use cases, with training on the LUMI supercomputer in Kajaani.
Enterprise modular architecture
Scales to any level, from a new startup to a large enterprise. Build your own modules, or change the ones that ship.
The stack behind the unicorns
Talos Linux, Kubernetes, Cilium, Argo CD, OpenTofu and OpenBao, with every customer completely isolated in its own namespace, network and database. AI on vLLM, LangGraph and MCP, served from our own GPUs.
The platform in action
A platform built for
Sovereignty. Security. Scalability.
Hosted in Finland.
Your data and AI processing stay in Finland. Open-weight models run on servers we operate, within EU borders.
Private by design.
Fully isolated workspaces and databases. AI prompts and answers are never stored or processed by third parties.
Built to scale.
Start with the tools you need. Add modules, data and AI until the platform powers your whole company’s technology.
Business tools. Ready to use.
Modules.
FP&A
Create budgets and forecasts. Track profitability, cash flow and actuals against plan.
Marketing
Measure website and search performance against your targets.
CRM & Sales
Manage customer relationships, sales opportunities and pipeline performance.
Atlas
Find target companies, assess their financials and build prospect lists.
AMK Tutka
Compare funding, student demand and outcomes across Finnish universities of applied sciences.
Monitoring
Receive sourced updates on competitors, customers and suppliers.
Custom module
Build a dashboard, integration or application for your specific business needs.
For developers
Public AI API.
Hosted in Finland.
Connect your coding harness or call the API directly. Run open-weight models optimised for coding and math on Jourier’s GPUs in Finland, with zero retention of prompts and responses. General-purpose models are coming soon.
Get a keyTake AI into your own hands
Welcome
Jourier MCP✓Connectedqwen3.8:27b✓Connected
You
I’ll pull the open sales invoices through Jourier, then build and test a page that lists what is overdue.
jourier.query(sales invoices · open, past due)
Running
6 overdue invoices, €22K in total.
I’ll sort them by days late, show the total and test both.
Write(src/app/overdue/page.tsx)
Running
Invoices by days late, with the total.
Write(src/app/overdue/overdue.test.ts)
Running
5 tests: days late, sorting, the total.
Bash(npm test)
Running
5 passed.
Bash(npm run dev)
Running
Ready on localhost:3000.
Built the overdue invoices page: 6 invoices, €22K in total. 5 tests pass.
See preview at localhost:3000/overdue
Same tokens. Compare cost.
11.38M input + 2.84M output tokens
Frontier · Feb 2026Claude Opus 4.6 | Served by JourierQwen3.8-27B | Best sourced frontierClaude Opus 5.5 | |
|---|---|---|---|
| Token cost | €112.58 | €13.31 | €90.07 |
| Coding scoreSWE-bench Pro | 53.4% | 61.7% | 89.9% |
| Output speedTokens / second | 43Published | ~50Estimated | 92Published |
| Value / € | 0.5× | 4.6× | 1.0× |
Sources. The leader has the highest SWE-bench Pro score among 59 models in LLM Stats. Checked ; refreshed daily. Failed refreshes keep the last valid data.
Opus 4.6: 53.4% · Qwen3.8-27B: 61.7% · Claude Opus 5.5: 89.9%. Opus 4.6 is the February 2026 reference.
Workload. Identical input and output token counts, priced at standard uncached rates. 100% uses a theoretical hour of Jourier’s warm GPU with sufficient concurrency and quota. It is not measured capacity or a per-key guarantee. Completion time differs between models; these prices do not imply that each model processes the selected volume in one hour. Equal token counts do not imply equal task results.
Speed. Output tokens per second during generation, excluding initial waiting time. Published speeds and Jourier’s estimate use different setups; this is not a controlled head-to-head test. The speed observations below are dated separately from the daily frontier refresh. A new leader without a sourced speed shows “Not measured”.
- Claude Opus 4.6: 43.2 output tokens/s. Artificial Analysis measurement of Anthropic’s API, adaptive reasoning at max effort, checked 25 September 2026.
- Jourier · Qwen3.8-27B: 50 output tokens/s. Owner-derived estimate for one warm request at roughly 2k context on Jourier’s RTX PRO 6000. Not a load-test result. A cold start adds 3–5 minutes before generation.
- Claude Opus 5.5: 91.5 output tokens/s. Artificial Analysis measurement of Anthropic’s API, adaptive reasoning at xhigh effort with default fallback, checked 25 September 2026.
Rates per million tokens. Input / output:Opus 4.6: $5 / $25Qwen3.8-27B: €0.42 / €3Claude Opus 5.5: $4 / $20
ECB, 24 September 2026: €1 = $1.1367. Taxes and conversion fees not modelled. No batch or caching discounts assumed; these can reduce competitor costs. Jourier charges standard input rates for repeated prompts. Reasoning counts as output.
Value. SWE-bench Pro score ÷ token cost, with the leader set to 1×. This illustrative index excludes speed and waiting time. Published model results use different test setups and are not tests of Jourier’s deployment. This does not measure cost per completed task.
Minimums. Across workspace keys: €1 per Helsinki clock hour containing a request; €5 per month with an active key, even without usage. The displayed Jourier cost includes one €1 hourly minimum. Use spanning additional clock hours can cost more. Token charges count towards these minimums. The monthly floor is not included above.
See your costs upfront. Compare running costs in the Comparison tab.
Company memory
All company data.
One environment.
Your business systems, documents, public sources and the context your AI agents build come together as company memory, with consistent permissions. Jourier’s products run on it, the API opens it, and anything you build reaches the same data. It stays isolated to your company and remains yours.
See how it works