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System Design

The Hub-and-Spoke Advantage.

We deploy a dedicated Sovereign Spoke for every client. Your data never leaves your perimeter. Heavy lifting—like training high-performance ML models—is handled by our centralized 64-core EPYC™ Intelligence Hub.

Isolated Spoke

Dedicated MinIO storage, Spark compute, and Dagster orchestration per firm.

Intelligence Hub

Centralized burst-compute for XGBoost, Prophet, and Anomaly Detection.

[Architecture Diagram: Spoke to Hub Flow]

Immediate Value

Your data is smarter
from Day One.

Most platforms are empty boxes. We arrive with Ready Data—pre-cleaned, sovereign reference sets that we inject directly into your Silver and Gold layers.

Climate Context

Historical and forecasted weather from MET Norway, mapped to your specific retail locations or grid points.

Injected in Silver

Macro Indicators

NIBOR rates, CPI trends, and NOK currency pairs sourced from Norges Bank for financial forecasting.

Injected in Gold

Retail Intelligence

Automated holiday calendars, national paydays, and sentiment trends from local financial news.

Injected in Gold

The Sovereign Motel

Graduate when you are ready.

We view our platform as a mere bus stop on your digital journey. We build with open-source standards like Spark and Delta. If you ever outgrow our fixed-cost servers, we'll give you the migration scripts to move to Databricks in a weekend.

Why stay?

"Fixed monthly costs, local Norwegian support, and zero variable cloud-meter anxiety."

Why graduate?

"When you need global hyperscale and have the budget for 20+ consultants to manage it."

Zero Lock-In

Standardized Open Source.

We don't build "black box" proprietary software. We engineer high-performance environments using the same engines that power the world's largest clouds.

Apache Spark & Delta

Your transformation logic is written in Spark and stored in Delta Lake format. This is the exact technical DNA of Azure Databricks, making a future migration as simple as a file copy.

S3-Compatible Storage

By using MinIO on our private Norwegian servers, your data access patterns are identical to AWS S3. Your code won't know the difference if you move to the public cloud.

MLflow Tracking

All machine learning experiments and models are managed via MLflow, the industry standard for MLOps. Your "Intelligence" remains portable and vendor-agnostic.

Infrastructure as Code

Our spokes are deployed via Ansible and Terraform. This means your entire environment is documented as code, ready to be redeployed anywhere at a moment's notice.

Enterprise Trust

Bank-Grade Security by Default.

Our platform is engineered for highly regulated sectors. We combine local Norwegian data residency with international security standards to satisfy the most rigorous IT audits.

ISO
ISO 27001

Information Security Management

SOC2
SOC 2 Type II

Operational Trust & Privacy

GDPR
Norwegian GDPR

Strict Data Sovereignty

Audit Transparency

We provide full access to our compliance documentation, system logs, and security whitepapers for your internal risk assessments.