Illuminating the path from data to insight.
We build open-source DevSecOps and DataOps platforms that empower manufacturers to deploy, secure, and scale modern analytics on their own infrastructure-without licenses or lock-in.
Delivering open, secure, and reproducible data platforms for modern manufacturing.
What We Build
A modular, open-source platform built to scale from lab to enterprise.
Forge
The DevSecOps foundation-Kubernetes, GitOps (ArgoCD or Flux), Vault, and integrated security scanning for auditable, repeatable environments.
Flow
Real-time and batch data pipelines powered by Kafka, Flink, Spark, and Airflow-built for industrial telemetry and IoT workloads.
Insight
Analytics, dashboards, and ML environments with Trino, JupyterHub, Superset, and MLflow-turning factory data into strategic intelligence.
How We Engage
From deployment to enablement.
Deploy & Integrate
Install a full open-source platform on your servers-customized to your identity, network, and security needs.
Train & Enable
We mentor your DevOps and engineering teams so they can operate, extend, and evolve the platform confidently.
Secure & Support
Ongoing advisory, hardening, and data-engineering services. Your fractional platform team, on demand.
Build your open manufacturing platform.
Bring your own servers - we’ll deliver a complete, open-source platform ready for DevOps, analytics, and AI.
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